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When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document.

Reading Bigger Data Files using read.csv() Command.

data = read.csv(file.choose())
head(data)
df1 = data
df1[is.na(df1)] = 0
head(df1)

Viewing Previously Loaded Named-Objects.

ls()
## [1] "data" "df1"
ls(pattern = 'da')
## [1] "data"
ls(pattern = 'p')
## character(0)

The str() command to examine the structure of an object.

str(data)
## 'data.frame':    3276 obs. of  10 variables:
##  $ ph             : num  NA 3.72 8.1 8.32 9.09 ...
##  $ Hardness       : num  205 129 224 214 181 ...
##  $ Solids         : num  20791 18630 19910 22018 17979 ...
##  $ Chloramines    : num  7.3 6.64 9.28 8.06 6.55 ...
##  $ Sulfate        : num  369 NA NA 357 310 ...
##  $ Conductivity   : num  564 593 419 363 398 ...
##  $ Organic_carbon : num  10.4 15.2 16.9 18.4 11.6 ...
##  $ Trihalomethanes: num  87 56.3 66.4 100.3 32 ...
##  $ Turbidity      : num  2.96 4.5 3.06 4.63 4.08 ...
##  $ Potability     : int  0 0 0 0 0 0 0 0 0 0 ...
str(data)
## 'data.frame':    3276 obs. of  10 variables:
##  $ ph             : num  NA 3.72 8.1 8.32 9.09 ...
##  $ Hardness       : num  205 129 224 214 181 ...
##  $ Solids         : num  20791 18630 19910 22018 17979 ...
##  $ Chloramines    : num  7.3 6.64 9.28 8.06 6.55 ...
##  $ Sulfate        : num  369 NA NA 357 310 ...
##  $ Conductivity   : num  564 593 419 363 398 ...
##  $ Organic_carbon : num  10.4 15.2 16.9 18.4 11.6 ...
##  $ Trihalomethanes: num  87 56.3 66.4 100.3 32 ...
##  $ Turbidity      : num  2.96 4.5 3.06 4.63 4.08 ...
##  $ Potability     : int  0 0 0 0 0 0 0 0 0 0 ...
str(data$Hardness)
##  num [1:3276] 205 129 224 214 181 ...
structure(head(data))
ls.str(pattern = 'data')
## data : 'data.frame': 3276 obs. of  10 variables:
##  $ ph             : num  NA 3.72 8.1 8.32 9.09 ...
##  $ Hardness       : num  205 129 224 214 181 ...
##  $ Solids         : num  20791 18630 19910 22018 17979 ...
##  $ Chloramines    : num  7.3 6.64 9.28 8.06 6.55 ...
##  $ Sulfate        : num  369 NA NA 357 310 ...
##  $ Conductivity   : num  564 593 419 363 398 ...
##  $ Organic_carbon : num  10.4 15.2 16.9 18.4 11.6 ...
##  $ Trihalomethanes: num  87 56.3 66.4 100.3 32 ...
##  $ Turbidity      : num  2.96 4.5 3.06 4.63 4.08 ...
##  $ Potability     : int  0 0 0 0 0 0 0 0 0 0 ...
attach(head(df1))
stack(head(data))
stack(head(df1))

The class() command to know the type of object.

class(data)
## [1] "data.frame"
class(dimnames(data))
## [1] "list"
class(data$ph)
## [1] "numeric"
class(data$Sulfate)
## [1] "numeric"

Selecting and Displaying Parts of a Object.

data[1003,7]
## [1] 10.62227
data[777,1:5]
head(data[1])
head(data[1:4])
head(data[-1])
head(data[data > 7])
## [1]        NA  8.099124  8.316766  9.092223 10.223862  8.635849
head(data[data < 5 | data > 10], n = 10)
##  [1]        NA  3.716080 10.223862        NA 11.180284        NA        NA
##  [8]        NA  3.902476  3.445062
which(data == max(data))
## integer(0)

Sorting and Rearranging a Object.

sort(head(data$Hardness))
## [1] 129.4229 181.1015 188.3133 204.8905 214.3734 224.2363
sort(head(data$Hardness), decreasing = TRUE)
## [1] 224.2363 214.3734 204.8905 188.3133 181.1015 129.4229
sort(head(data$Hardness), na.last = NA)
## [1] 129.4229 181.1015 188.3133 204.8905 214.3734 224.2363
sort(head(data$Hardness), na.last = TRUE)
## [1] 129.4229 181.1015 188.3133 204.8905 214.3734 224.2363
sort(head(data$Hardness), na.last = FALSE)
## [1] 129.4229 181.1015 188.3133 204.8905 214.3734 224.2363
order(head(data$Hardness))
## [1] 2 5 6 1 4 3
rank(head(data))
##              ph        Hardness          Solids     Chloramines         Sulfate 
##            58.0            10.0            20.0            21.0            23.0 
##    Conductivity  Organic_carbon Trihalomethanes       Turbidity      Potability 
##            14.0            39.0            36.0            41.0            40.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##            37.0            38.0            55.0            53.0            54.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##            56.0            52.0            57.0            17.0            16.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##            24.0            19.0            15.0            18.0            47.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##            59.0            60.0            45.0            43.0            44.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##            50.0            51.0            49.0            46.0            48.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##            42.0            25.0            27.0            28.0            29.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##            26.0            22.0            34.0            32.0            33.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##            35.0            30.0            31.0             8.0            12.0 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##             9.0            13.0            11.0             7.0             3.5 
##            <NA>            <NA>            <NA>            <NA>            <NA> 
##             3.5             3.5             3.5             3.5             3.5
rank(head(data$Hardness))
## [1] 4 1 6 5 2 3

Viewing Objects within Objects.

head(data$ph)
## [1]       NA 3.716080 8.099124 8.316766 9.092223 5.584087
head(data$Conductivity)
## [1] 564.3087 592.8854 418.6062 363.2665 398.4108 280.4679
data$Chloramines[1:4]
## [1] 7.300212 6.635246 9.275884 8.059332

Use of head() and tail() command.

head(data)
head(data, n = 7)
tail(data)

Getting information of an Object using summary() command.

summary(data)
##        ph            Hardness          Solids         Chloramines    
##  Min.   : 0.000   Min.   : 47.43   Min.   :  320.9   Min.   : 0.352  
##  1st Qu.: 6.093   1st Qu.:176.85   1st Qu.:15666.7   1st Qu.: 6.127  
##  Median : 7.037   Median :196.97   Median :20927.8   Median : 7.130  
##  Mean   : 7.081   Mean   :196.37   Mean   :22014.1   Mean   : 7.122  
##  3rd Qu.: 8.062   3rd Qu.:216.67   3rd Qu.:27332.8   3rd Qu.: 8.115  
##  Max.   :14.000   Max.   :323.12   Max.   :61227.2   Max.   :13.127  
##  NA's   :491                                                         
##     Sulfate       Conductivity   Organic_carbon  Trihalomethanes  
##  Min.   :129.0   Min.   :181.5   Min.   : 2.20   Min.   :  0.738  
##  1st Qu.:307.7   1st Qu.:365.7   1st Qu.:12.07   1st Qu.: 55.845  
##  Median :333.1   Median :421.9   Median :14.22   Median : 66.622  
##  Mean   :333.8   Mean   :426.2   Mean   :14.28   Mean   : 66.396  
##  3rd Qu.:360.0   3rd Qu.:481.8   3rd Qu.:16.56   3rd Qu.: 77.337  
##  Max.   :481.0   Max.   :753.3   Max.   :28.30   Max.   :124.000  
##  NA's   :781                                     NA's   :162      
##    Turbidity       Potability    
##  Min.   :1.450   Min.   :0.0000  
##  1st Qu.:3.440   1st Qu.:0.0000  
##  Median :3.955   Median :0.0000  
##  Mean   :3.967   Mean   :0.3901  
##  3rd Qu.:4.500   3rd Qu.:1.0000  
##  Max.   :6.739   Max.   :1.0000  
## 

Use of names() and dimnames() command to view the column and row elements of an Object.

names(data)
##  [1] "ph"              "Hardness"        "Solids"          "Chloramines"    
##  [5] "Sulfate"         "Conductivity"    "Organic_carbon"  "Trihalomethanes"
##  [9] "Turbidity"       "Potability"
rownames(head(data))
## [1] "1" "2" "3" "4" "5" "6"
colnames(head(data))
##  [1] "ph"              "Hardness"        "Solids"          "Chloramines"    
##  [5] "Sulfate"         "Conductivity"    "Organic_carbon"  "Trihalomethanes"
##  [9] "Turbidity"       "Potability"
dimnames(data)
## [[1]]
##    [1] "1"    "2"    "3"    "4"    "5"    "6"    "7"    "8"    "9"    "10"  
##   [11] "11"   "12"   "13"   "14"   "15"   "16"   "17"   "18"   "19"   "20"  
##   [21] "21"   "22"   "23"   "24"   "25"   "26"   "27"   "28"   "29"   "30"  
##   [31] "31"   "32"   "33"   "34"   "35"   "36"   "37"   "38"   "39"   "40"  
##   [41] "41"   "42"   "43"   "44"   "45"   "46"   "47"   "48"   "49"   "50"  
##   [51] "51"   "52"   "53"   "54"   "55"   "56"   "57"   "58"   "59"   "60"  
##   [61] "61"   "62"   "63"   "64"   "65"   "66"   "67"   "68"   "69"   "70"  
##   [71] "71"   "72"   "73"   "74"   "75"   "76"   "77"   "78"   "79"   "80"  
##   [81] "81"   "82"   "83"   "84"   "85"   "86"   "87"   "88"   "89"   "90"  
##   [91] "91"   "92"   "93"   "94"   "95"   "96"   "97"   "98"   "99"   "100" 
##  [101] "101"  "102"  "103"  "104"  "105"  "106"  "107"  "108"  "109"  "110" 
##  [111] "111"  "112"  "113"  "114"  "115"  "116"  "117"  "118"  "119"  "120" 
##  [121] "121"  "122"  "123"  "124"  "125"  "126"  "127"  "128"  "129"  "130" 
##  [131] "131"  "132"  "133"  "134"  "135"  "136"  "137"  "138"  "139"  "140" 
##  [141] "141"  "142"  "143"  "144"  "145"  "146"  "147"  "148"  "149"  "150" 
##  [151] "151"  "152"  "153"  "154"  "155"  "156"  "157"  "158"  "159"  "160" 
##  [161] "161"  "162"  "163"  "164"  "165"  "166"  "167"  "168"  "169"  "170" 
##  [171] "171"  "172"  "173"  "174"  "175"  "176"  "177"  "178"  "179"  "180" 
##  [181] "181"  "182"  "183"  "184"  "185"  "186"  "187"  "188"  "189"  "190" 
##  [191] "191"  "192"  "193"  "194"  "195"  "196"  "197"  "198"  "199"  "200" 
##  [201] "201"  "202"  "203"  "204"  "205"  "206"  "207"  "208"  "209"  "210" 
##  [211] "211"  "212"  "213"  "214"  "215"  "216"  "217"  "218"  "219"  "220" 
##  [221] "221"  "222"  "223"  "224"  "225"  "226"  "227"  "228"  "229"  "230" 
##  [231] "231"  "232"  "233"  "234"  "235"  "236"  "237"  "238"  "239"  "240" 
##  [241] "241"  "242"  "243"  "244"  "245"  "246"  "247"  "248"  "249"  "250" 
##  [251] "251"  "252"  "253"  "254"  "255"  "256"  "257"  "258"  "259"  "260" 
##  [261] "261"  "262"  "263"  "264"  "265"  "266"  "267"  "268"  "269"  "270" 
##  [271] "271"  "272"  "273"  "274"  "275"  "276"  "277"  "278"  "279"  "280" 
##  [281] "281"  "282"  "283"  "284"  "285"  "286"  "287"  "288"  "289"  "290" 
##  [291] "291"  "292"  "293"  "294"  "295"  "296"  "297"  "298"  "299"  "300" 
##  [301] "301"  "302"  "303"  "304"  "305"  "306"  "307"  "308"  "309"  "310" 
##  [311] "311"  "312"  "313"  "314"  "315"  "316"  "317"  "318"  "319"  "320" 
##  [321] "321"  "322"  "323"  "324"  "325"  "326"  "327"  "328"  "329"  "330" 
##  [331] "331"  "332"  "333"  "334"  "335"  "336"  "337"  "338"  "339"  "340" 
##  [341] "341"  "342"  "343"  "344"  "345"  "346"  "347"  "348"  "349"  "350" 
##  [351] "351"  "352"  "353"  "354"  "355"  "356"  "357"  "358"  "359"  "360" 
##  [361] "361"  "362"  "363"  "364"  "365"  "366"  "367"  "368"  "369"  "370" 
##  [371] "371"  "372"  "373"  "374"  "375"  "376"  "377"  "378"  "379"  "380" 
##  [381] "381"  "382"  "383"  "384"  "385"  "386"  "387"  "388"  "389"  "390" 
##  [391] "391"  "392"  "393"  "394"  "395"  "396"  "397"  "398"  "399"  "400" 
##  [401] "401"  "402"  "403"  "404"  "405"  "406"  "407"  "408"  "409"  "410" 
##  [411] "411"  "412"  "413"  "414"  "415"  "416"  "417"  "418"  "419"  "420" 
##  [421] "421"  "422"  "423"  "424"  "425"  "426"  "427"  "428"  "429"  "430" 
##  [431] "431"  "432"  "433"  "434"  "435"  "436"  "437"  "438"  "439"  "440" 
##  [441] "441"  "442"  "443"  "444"  "445"  "446"  "447"  "448"  "449"  "450" 
##  [451] "451"  "452"  "453"  "454"  "455"  "456"  "457"  "458"  "459"  "460" 
##  [461] "461"  "462"  "463"  "464"  "465"  "466"  "467"  "468"  "469"  "470" 
##  [471] "471"  "472"  "473"  "474"  "475"  "476"  "477"  "478"  "479"  "480" 
##  [481] "481"  "482"  "483"  "484"  "485"  "486"  "487"  "488"  "489"  "490" 
##  [491] "491"  "492"  "493"  "494"  "495"  "496"  "497"  "498"  "499"  "500" 
##  [501] "501"  "502"  "503"  "504"  "505"  "506"  "507"  "508"  "509"  "510" 
##  [511] "511"  "512"  "513"  "514"  "515"  "516"  "517"  "518"  "519"  "520" 
##  [521] "521"  "522"  "523"  "524"  "525"  "526"  "527"  "528"  "529"  "530" 
##  [531] "531"  "532"  "533"  "534"  "535"  "536"  "537"  "538"  "539"  "540" 
##  [541] "541"  "542"  "543"  "544"  "545"  "546"  "547"  "548"  "549"  "550" 
##  [551] "551"  "552"  "553"  "554"  "555"  "556"  "557"  "558"  "559"  "560" 
##  [561] "561"  "562"  "563"  "564"  "565"  "566"  "567"  "568"  "569"  "570" 
##  [571] "571"  "572"  "573"  "574"  "575"  "576"  "577"  "578"  "579"  "580" 
##  [581] "581"  "582"  "583"  "584"  "585"  "586"  "587"  "588"  "589"  "590" 
##  [591] "591"  "592"  "593"  "594"  "595"  "596"  "597"  "598"  "599"  "600" 
##  [601] "601"  "602"  "603"  "604"  "605"  "606"  "607"  "608"  "609"  "610" 
##  [611] "611"  "612"  "613"  "614"  "615"  "616"  "617"  "618"  "619"  "620" 
##  [621] "621"  "622"  "623"  "624"  "625"  "626"  "627"  "628"  "629"  "630" 
##  [631] "631"  "632"  "633"  "634"  "635"  "636"  "637"  "638"  "639"  "640" 
##  [641] "641"  "642"  "643"  "644"  "645"  "646"  "647"  "648"  "649"  "650" 
##  [651] "651"  "652"  "653"  "654"  "655"  "656"  "657"  "658"  "659"  "660" 
##  [661] "661"  "662"  "663"  "664"  "665"  "666"  "667"  "668"  "669"  "670" 
##  [671] "671"  "672"  "673"  "674"  "675"  "676"  "677"  "678"  "679"  "680" 
##  [681] "681"  "682"  "683"  "684"  "685"  "686"  "687"  "688"  "689"  "690" 
##  [691] "691"  "692"  "693"  "694"  "695"  "696"  "697"  "698"  "699"  "700" 
##  [701] "701"  "702"  "703"  "704"  "705"  "706"  "707"  "708"  "709"  "710" 
##  [711] "711"  "712"  "713"  "714"  "715"  "716"  "717"  "718"  "719"  "720" 
##  [721] "721"  "722"  "723"  "724"  "725"  "726"  "727"  "728"  "729"  "730" 
##  [731] "731"  "732"  "733"  "734"  "735"  "736"  "737"  "738"  "739"  "740" 
##  [741] "741"  "742"  "743"  "744"  "745"  "746"  "747"  "748"  "749"  "750" 
##  [751] "751"  "752"  "753"  "754"  "755"  "756"  "757"  "758"  "759"  "760" 
##  [761] "761"  "762"  "763"  "764"  "765"  "766"  "767"  "768"  "769"  "770" 
##  [771] "771"  "772"  "773"  "774"  "775"  "776"  "777"  "778"  "779"  "780" 
##  [781] "781"  "782"  "783"  "784"  "785"  "786"  "787"  "788"  "789"  "790" 
##  [791] "791"  "792"  "793"  "794"  "795"  "796"  "797"  "798"  "799"  "800" 
##  [801] "801"  "802"  "803"  "804"  "805"  "806"  "807"  "808"  "809"  "810" 
##  [811] "811"  "812"  "813"  "814"  "815"  "816"  "817"  "818"  "819"  "820" 
##  [821] "821"  "822"  "823"  "824"  "825"  "826"  "827"  "828"  "829"  "830" 
##  [831] "831"  "832"  "833"  "834"  "835"  "836"  "837"  "838"  "839"  "840" 
##  [841] "841"  "842"  "843"  "844"  "845"  "846"  "847"  "848"  "849"  "850" 
##  [851] "851"  "852"  "853"  "854"  "855"  "856"  "857"  "858"  "859"  "860" 
##  [861] "861"  "862"  "863"  "864"  "865"  "866"  "867"  "868"  "869"  "870" 
##  [871] "871"  "872"  "873"  "874"  "875"  "876"  "877"  "878"  "879"  "880" 
##  [881] "881"  "882"  "883"  "884"  "885"  "886"  "887"  "888"  "889"  "890" 
##  [891] "891"  "892"  "893"  "894"  "895"  "896"  "897"  "898"  "899"  "900" 
##  [901] "901"  "902"  "903"  "904"  "905"  "906"  "907"  "908"  "909"  "910" 
##  [911] "911"  "912"  "913"  "914"  "915"  "916"  "917"  "918"  "919"  "920" 
##  [921] "921"  "922"  "923"  "924"  "925"  "926"  "927"  "928"  "929"  "930" 
##  [931] "931"  "932"  "933"  "934"  "935"  "936"  "937"  "938"  "939"  "940" 
##  [941] "941"  "942"  "943"  "944"  "945"  "946"  "947"  "948"  "949"  "950" 
##  [951] "951"  "952"  "953"  "954"  "955"  "956"  "957"  "958"  "959"  "960" 
##  [961] "961"  "962"  "963"  "964"  "965"  "966"  "967"  "968"  "969"  "970" 
##  [971] "971"  "972"  "973"  "974"  "975"  "976"  "977"  "978"  "979"  "980" 
##  [981] "981"  "982"  "983"  "984"  "985"  "986"  "987"  "988"  "989"  "990" 
##  [991] "991"  "992"  "993"  "994"  "995"  "996"  "997"  "998"  "999"  "1000"
## [1001] "1001" "1002" "1003" "1004" "1005" "1006" "1007" "1008" "1009" "1010"
## [1011] "1011" "1012" "1013" "1014" "1015" "1016" "1017" "1018" "1019" "1020"
## [1021] "1021" "1022" "1023" "1024" "1025" "1026" "1027" "1028" "1029" "1030"
## [1031] "1031" "1032" "1033" "1034" "1035" "1036" "1037" "1038" "1039" "1040"
## [1041] "1041" "1042" "1043" "1044" "1045" "1046" "1047" "1048" "1049" "1050"
## [1051] "1051" "1052" "1053" "1054" "1055" "1056" "1057" "1058" "1059" "1060"
## [1061] "1061" "1062" "1063" "1064" "1065" "1066" "1067" "1068" "1069" "1070"
## [1071] "1071" "1072" "1073" "1074" "1075" "1076" "1077" "1078" "1079" "1080"
## [1081] "1081" "1082" "1083" "1084" "1085" "1086" "1087" "1088" "1089" "1090"
## [1091] "1091" "1092" "1093" "1094" "1095" "1096" "1097" "1098" "1099" "1100"
## [1101] "1101" "1102" "1103" "1104" "1105" "1106" "1107" "1108" "1109" "1110"
## [1111] "1111" "1112" "1113" "1114" "1115" "1116" "1117" "1118" "1119" "1120"
## [1121] "1121" "1122" "1123" "1124" "1125" "1126" "1127" "1128" "1129" "1130"
## [1131] "1131" "1132" "1133" "1134" "1135" "1136" "1137" "1138" "1139" "1140"
## [1141] "1141" "1142" "1143" "1144" "1145" "1146" "1147" "1148" "1149" "1150"
## [1151] "1151" "1152" "1153" "1154" "1155" "1156" "1157" "1158" "1159" "1160"
## [1161] "1161" "1162" "1163" "1164" "1165" "1166" "1167" "1168" "1169" "1170"
## [1171] "1171" "1172" "1173" "1174" "1175" "1176" "1177" "1178" "1179" "1180"
## [1181] "1181" "1182" "1183" "1184" "1185" "1186" "1187" "1188" "1189" "1190"
## [1191] "1191" "1192" "1193" "1194" "1195" "1196" "1197" "1198" "1199" "1200"
## [1201] "1201" "1202" "1203" "1204" "1205" "1206" "1207" "1208" "1209" "1210"
## [1211] "1211" "1212" "1213" "1214" "1215" "1216" "1217" "1218" "1219" "1220"
## [1221] "1221" "1222" "1223" "1224" "1225" "1226" "1227" "1228" "1229" "1230"
## [1231] "1231" "1232" "1233" "1234" "1235" "1236" "1237" "1238" "1239" "1240"
## [1241] "1241" "1242" "1243" "1244" "1245" "1246" "1247" "1248" "1249" "1250"
## [1251] "1251" "1252" "1253" "1254" "1255" "1256" "1257" "1258" "1259" "1260"
## [1261] "1261" "1262" "1263" "1264" "1265" "1266" "1267" "1268" "1269" "1270"
## [1271] "1271" "1272" "1273" "1274" "1275" "1276" "1277" "1278" "1279" "1280"
## [1281] "1281" "1282" "1283" "1284" "1285" "1286" "1287" "1288" "1289" "1290"
## [1291] "1291" "1292" "1293" "1294" "1295" "1296" "1297" "1298" "1299" "1300"
## [1301] "1301" "1302" "1303" "1304" "1305" "1306" "1307" "1308" "1309" "1310"
## [1311] "1311" "1312" "1313" "1314" "1315" "1316" "1317" "1318" "1319" "1320"
## [1321] "1321" "1322" "1323" "1324" "1325" "1326" "1327" "1328" "1329" "1330"
## [1331] "1331" "1332" "1333" "1334" "1335" "1336" "1337" "1338" "1339" "1340"
## [1341] "1341" "1342" "1343" "1344" "1345" "1346" "1347" "1348" "1349" "1350"
## [1351] "1351" "1352" "1353" "1354" "1355" "1356" "1357" "1358" "1359" "1360"
## [1361] "1361" "1362" "1363" "1364" "1365" "1366" "1367" "1368" "1369" "1370"
## [1371] "1371" "1372" "1373" "1374" "1375" "1376" "1377" "1378" "1379" "1380"
## [1381] "1381" "1382" "1383" "1384" "1385" "1386" "1387" "1388" "1389" "1390"
## [1391] "1391" "1392" "1393" "1394" "1395" "1396" "1397" "1398" "1399" "1400"
## [1401] "1401" "1402" "1403" "1404" "1405" "1406" "1407" "1408" "1409" "1410"
## [1411] "1411" "1412" "1413" "1414" "1415" "1416" "1417" "1418" "1419" "1420"
## [1421] "1421" "1422" "1423" "1424" "1425" "1426" "1427" "1428" "1429" "1430"
## [1431] "1431" "1432" "1433" "1434" "1435" "1436" "1437" "1438" "1439" "1440"
## [1441] "1441" "1442" "1443" "1444" "1445" "1446" "1447" "1448" "1449" "1450"
## [1451] "1451" "1452" "1453" "1454" "1455" "1456" "1457" "1458" "1459" "1460"
## [1461] "1461" "1462" "1463" "1464" "1465" "1466" "1467" "1468" "1469" "1470"
## [1471] "1471" "1472" "1473" "1474" "1475" "1476" "1477" "1478" "1479" "1480"
## [1481] "1481" "1482" "1483" "1484" "1485" "1486" "1487" "1488" "1489" "1490"
## [1491] "1491" "1492" "1493" "1494" "1495" "1496" "1497" "1498" "1499" "1500"
## [1501] "1501" "1502" "1503" "1504" "1505" "1506" "1507" "1508" "1509" "1510"
## [1511] "1511" "1512" "1513" "1514" "1515" "1516" "1517" "1518" "1519" "1520"
## [1521] "1521" "1522" "1523" "1524" "1525" "1526" "1527" "1528" "1529" "1530"
## [1531] "1531" "1532" "1533" "1534" "1535" "1536" "1537" "1538" "1539" "1540"
## [1541] "1541" "1542" "1543" "1544" "1545" "1546" "1547" "1548" "1549" "1550"
## [1551] "1551" "1552" "1553" "1554" "1555" "1556" "1557" "1558" "1559" "1560"
## [1561] "1561" "1562" "1563" "1564" "1565" "1566" "1567" "1568" "1569" "1570"
## [1571] "1571" "1572" "1573" "1574" "1575" "1576" "1577" "1578" "1579" "1580"
## [1581] "1581" "1582" "1583" "1584" "1585" "1586" "1587" "1588" "1589" "1590"
## [1591] "1591" "1592" "1593" "1594" "1595" "1596" "1597" "1598" "1599" "1600"
## [1601] "1601" "1602" "1603" "1604" "1605" "1606" "1607" "1608" "1609" "1610"
## [1611] "1611" "1612" "1613" "1614" "1615" "1616" "1617" "1618" "1619" "1620"
## [1621] "1621" "1622" "1623" "1624" "1625" "1626" "1627" "1628" "1629" "1630"
## [1631] "1631" "1632" "1633" "1634" "1635" "1636" "1637" "1638" "1639" "1640"
## [1641] "1641" "1642" "1643" "1644" "1645" "1646" "1647" "1648" "1649" "1650"
## [1651] "1651" "1652" "1653" "1654" "1655" "1656" "1657" "1658" "1659" "1660"
## [1661] "1661" "1662" "1663" "1664" "1665" "1666" "1667" "1668" "1669" "1670"
## [1671] "1671" "1672" "1673" "1674" "1675" "1676" "1677" "1678" "1679" "1680"
## [1681] "1681" "1682" "1683" "1684" "1685" "1686" "1687" "1688" "1689" "1690"
## [1691] "1691" "1692" "1693" "1694" "1695" "1696" "1697" "1698" "1699" "1700"
## [1701] "1701" "1702" "1703" "1704" "1705" "1706" "1707" "1708" "1709" "1710"
## [1711] "1711" "1712" "1713" "1714" "1715" "1716" "1717" "1718" "1719" "1720"
## [1721] "1721" "1722" "1723" "1724" "1725" "1726" "1727" "1728" "1729" "1730"
## [1731] "1731" "1732" "1733" "1734" "1735" "1736" "1737" "1738" "1739" "1740"
## [1741] "1741" "1742" "1743" "1744" "1745" "1746" "1747" "1748" "1749" "1750"
## [1751] "1751" "1752" "1753" "1754" "1755" "1756" "1757" "1758" "1759" "1760"
## [1761] "1761" "1762" "1763" "1764" "1765" "1766" "1767" "1768" "1769" "1770"
## [1771] "1771" "1772" "1773" "1774" "1775" "1776" "1777" "1778" "1779" "1780"
## [1781] "1781" "1782" "1783" "1784" "1785" "1786" "1787" "1788" "1789" "1790"
## [1791] "1791" "1792" "1793" "1794" "1795" "1796" "1797" "1798" "1799" "1800"
## [1801] "1801" "1802" "1803" "1804" "1805" "1806" "1807" "1808" "1809" "1810"
## [1811] "1811" "1812" "1813" "1814" "1815" "1816" "1817" "1818" "1819" "1820"
## [1821] "1821" "1822" "1823" "1824" "1825" "1826" "1827" "1828" "1829" "1830"
## [1831] "1831" "1832" "1833" "1834" "1835" "1836" "1837" "1838" "1839" "1840"
## [1841] "1841" "1842" "1843" "1844" "1845" "1846" "1847" "1848" "1849" "1850"
## [1851] "1851" "1852" "1853" "1854" "1855" "1856" "1857" "1858" "1859" "1860"
## [1861] "1861" "1862" "1863" "1864" "1865" "1866" "1867" "1868" "1869" "1870"
## [1871] "1871" "1872" "1873" "1874" "1875" "1876" "1877" "1878" "1879" "1880"
## [1881] "1881" "1882" "1883" "1884" "1885" "1886" "1887" "1888" "1889" "1890"
## [1891] "1891" "1892" "1893" "1894" "1895" "1896" "1897" "1898" "1899" "1900"
## [1901] "1901" "1902" "1903" "1904" "1905" "1906" "1907" "1908" "1909" "1910"
## [1911] "1911" "1912" "1913" "1914" "1915" "1916" "1917" "1918" "1919" "1920"
## [1921] "1921" "1922" "1923" "1924" "1925" "1926" "1927" "1928" "1929" "1930"
## [1931] "1931" "1932" "1933" "1934" "1935" "1936" "1937" "1938" "1939" "1940"
## [1941] "1941" "1942" "1943" "1944" "1945" "1946" "1947" "1948" "1949" "1950"
## [1951] "1951" "1952" "1953" "1954" "1955" "1956" "1957" "1958" "1959" "1960"
## [1961] "1961" "1962" "1963" "1964" "1965" "1966" "1967" "1968" "1969" "1970"
## [1971] "1971" "1972" "1973" "1974" "1975" "1976" "1977" "1978" "1979" "1980"
## [1981] "1981" "1982" "1983" "1984" "1985" "1986" "1987" "1988" "1989" "1990"
## [1991] "1991" "1992" "1993" "1994" "1995" "1996" "1997" "1998" "1999" "2000"
## [2001] "2001" "2002" "2003" "2004" "2005" "2006" "2007" "2008" "2009" "2010"
## [2011] "2011" "2012" "2013" "2014" "2015" "2016" "2017" "2018" "2019" "2020"
## [2021] "2021" "2022" "2023" "2024" "2025" "2026" "2027" "2028" "2029" "2030"
## [2031] "2031" "2032" "2033" "2034" "2035" "2036" "2037" "2038" "2039" "2040"
## [2041] "2041" "2042" "2043" "2044" "2045" "2046" "2047" "2048" "2049" "2050"
## [2051] "2051" "2052" "2053" "2054" "2055" "2056" "2057" "2058" "2059" "2060"
## [2061] "2061" "2062" "2063" "2064" "2065" "2066" "2067" "2068" "2069" "2070"
## [2071] "2071" "2072" "2073" "2074" "2075" "2076" "2077" "2078" "2079" "2080"
## [2081] "2081" "2082" "2083" "2084" "2085" "2086" "2087" "2088" "2089" "2090"
## [2091] "2091" "2092" "2093" "2094" "2095" "2096" "2097" "2098" "2099" "2100"
## [2101] "2101" "2102" "2103" "2104" "2105" "2106" "2107" "2108" "2109" "2110"
## [2111] "2111" "2112" "2113" "2114" "2115" "2116" "2117" "2118" "2119" "2120"
## [2121] "2121" "2122" "2123" "2124" "2125" "2126" "2127" "2128" "2129" "2130"
## [2131] "2131" "2132" "2133" "2134" "2135" "2136" "2137" "2138" "2139" "2140"
## [2141] "2141" "2142" "2143" "2144" "2145" "2146" "2147" "2148" "2149" "2150"
## [2151] "2151" "2152" "2153" "2154" "2155" "2156" "2157" "2158" "2159" "2160"
## [2161] "2161" "2162" "2163" "2164" "2165" "2166" "2167" "2168" "2169" "2170"
## [2171] "2171" "2172" "2173" "2174" "2175" "2176" "2177" "2178" "2179" "2180"
## [2181] "2181" "2182" "2183" "2184" "2185" "2186" "2187" "2188" "2189" "2190"
## [2191] "2191" "2192" "2193" "2194" "2195" "2196" "2197" "2198" "2199" "2200"
## [2201] "2201" "2202" "2203" "2204" "2205" "2206" "2207" "2208" "2209" "2210"
## [2211] "2211" "2212" "2213" "2214" "2215" "2216" "2217" "2218" "2219" "2220"
## [2221] "2221" "2222" "2223" "2224" "2225" "2226" "2227" "2228" "2229" "2230"
## [2231] "2231" "2232" "2233" "2234" "2235" "2236" "2237" "2238" "2239" "2240"
## [2241] "2241" "2242" "2243" "2244" "2245" "2246" "2247" "2248" "2249" "2250"
## [2251] "2251" "2252" "2253" "2254" "2255" "2256" "2257" "2258" "2259" "2260"
## [2261] "2261" "2262" "2263" "2264" "2265" "2266" "2267" "2268" "2269" "2270"
## [2271] "2271" "2272" "2273" "2274" "2275" "2276" "2277" "2278" "2279" "2280"
## [2281] "2281" "2282" "2283" "2284" "2285" "2286" "2287" "2288" "2289" "2290"
## [2291] "2291" "2292" "2293" "2294" "2295" "2296" "2297" "2298" "2299" "2300"
## [2301] "2301" "2302" "2303" "2304" "2305" "2306" "2307" "2308" "2309" "2310"
## [2311] "2311" "2312" "2313" "2314" "2315" "2316" "2317" "2318" "2319" "2320"
## [2321] "2321" "2322" "2323" "2324" "2325" "2326" "2327" "2328" "2329" "2330"
## [2331] "2331" "2332" "2333" "2334" "2335" "2336" "2337" "2338" "2339" "2340"
## [2341] "2341" "2342" "2343" "2344" "2345" "2346" "2347" "2348" "2349" "2350"
## [2351] "2351" "2352" "2353" "2354" "2355" "2356" "2357" "2358" "2359" "2360"
## [2361] "2361" "2362" "2363" "2364" "2365" "2366" "2367" "2368" "2369" "2370"
## [2371] "2371" "2372" "2373" "2374" "2375" "2376" "2377" "2378" "2379" "2380"
## [2381] "2381" "2382" "2383" "2384" "2385" "2386" "2387" "2388" "2389" "2390"
## [2391] "2391" "2392" "2393" "2394" "2395" "2396" "2397" "2398" "2399" "2400"
## [2401] "2401" "2402" "2403" "2404" "2405" "2406" "2407" "2408" "2409" "2410"
## [2411] "2411" "2412" "2413" "2414" "2415" "2416" "2417" "2418" "2419" "2420"
## [2421] "2421" "2422" "2423" "2424" "2425" "2426" "2427" "2428" "2429" "2430"
## [2431] "2431" "2432" "2433" "2434" "2435" "2436" "2437" "2438" "2439" "2440"
## [2441] "2441" "2442" "2443" "2444" "2445" "2446" "2447" "2448" "2449" "2450"
## [2451] "2451" "2452" "2453" "2454" "2455" "2456" "2457" "2458" "2459" "2460"
## [2461] "2461" "2462" "2463" "2464" "2465" "2466" "2467" "2468" "2469" "2470"
## [2471] "2471" "2472" "2473" "2474" "2475" "2476" "2477" "2478" "2479" "2480"
## [2481] "2481" "2482" "2483" "2484" "2485" "2486" "2487" "2488" "2489" "2490"
## [2491] "2491" "2492" "2493" "2494" "2495" "2496" "2497" "2498" "2499" "2500"
## [2501] "2501" "2502" "2503" "2504" "2505" "2506" "2507" "2508" "2509" "2510"
## [2511] "2511" "2512" "2513" "2514" "2515" "2516" "2517" "2518" "2519" "2520"
## [2521] "2521" "2522" "2523" "2524" "2525" "2526" "2527" "2528" "2529" "2530"
## [2531] "2531" "2532" "2533" "2534" "2535" "2536" "2537" "2538" "2539" "2540"
## [2541] "2541" "2542" "2543" "2544" "2545" "2546" "2547" "2548" "2549" "2550"
## [2551] "2551" "2552" "2553" "2554" "2555" "2556" "2557" "2558" "2559" "2560"
## [2561] "2561" "2562" "2563" "2564" "2565" "2566" "2567" "2568" "2569" "2570"
## [2571] "2571" "2572" "2573" "2574" "2575" "2576" "2577" "2578" "2579" "2580"
## [2581] "2581" "2582" "2583" "2584" "2585" "2586" "2587" "2588" "2589" "2590"
## [2591] "2591" "2592" "2593" "2594" "2595" "2596" "2597" "2598" "2599" "2600"
## [2601] "2601" "2602" "2603" "2604" "2605" "2606" "2607" "2608" "2609" "2610"
## [2611] "2611" "2612" "2613" "2614" "2615" "2616" "2617" "2618" "2619" "2620"
## [2621] "2621" "2622" "2623" "2624" "2625" "2626" "2627" "2628" "2629" "2630"
## [2631] "2631" "2632" "2633" "2634" "2635" "2636" "2637" "2638" "2639" "2640"
## [2641] "2641" "2642" "2643" "2644" "2645" "2646" "2647" "2648" "2649" "2650"
## [2651] "2651" "2652" "2653" "2654" "2655" "2656" "2657" "2658" "2659" "2660"
## [2661] "2661" "2662" "2663" "2664" "2665" "2666" "2667" "2668" "2669" "2670"
## [2671] "2671" "2672" "2673" "2674" "2675" "2676" "2677" "2678" "2679" "2680"
## [2681] "2681" "2682" "2683" "2684" "2685" "2686" "2687" "2688" "2689" "2690"
## [2691] "2691" "2692" "2693" "2694" "2695" "2696" "2697" "2698" "2699" "2700"
## [2701] "2701" "2702" "2703" "2704" "2705" "2706" "2707" "2708" "2709" "2710"
## [2711] "2711" "2712" "2713" "2714" "2715" "2716" "2717" "2718" "2719" "2720"
## [2721] "2721" "2722" "2723" "2724" "2725" "2726" "2727" "2728" "2729" "2730"
## [2731] "2731" "2732" "2733" "2734" "2735" "2736" "2737" "2738" "2739" "2740"
## [2741] "2741" "2742" "2743" "2744" "2745" "2746" "2747" "2748" "2749" "2750"
## [2751] "2751" "2752" "2753" "2754" "2755" "2756" "2757" "2758" "2759" "2760"
## [2761] "2761" "2762" "2763" "2764" "2765" "2766" "2767" "2768" "2769" "2770"
## [2771] "2771" "2772" "2773" "2774" "2775" "2776" "2777" "2778" "2779" "2780"
## [2781] "2781" "2782" "2783" "2784" "2785" "2786" "2787" "2788" "2789" "2790"
## [2791] "2791" "2792" "2793" "2794" "2795" "2796" "2797" "2798" "2799" "2800"
## [2801] "2801" "2802" "2803" "2804" "2805" "2806" "2807" "2808" "2809" "2810"
## [2811] "2811" "2812" "2813" "2814" "2815" "2816" "2817" "2818" "2819" "2820"
## [2821] "2821" "2822" "2823" "2824" "2825" "2826" "2827" "2828" "2829" "2830"
## [2831] "2831" "2832" "2833" "2834" "2835" "2836" "2837" "2838" "2839" "2840"
## [2841] "2841" "2842" "2843" "2844" "2845" "2846" "2847" "2848" "2849" "2850"
## [2851] "2851" "2852" "2853" "2854" "2855" "2856" "2857" "2858" "2859" "2860"
## [2861] "2861" "2862" "2863" "2864" "2865" "2866" "2867" "2868" "2869" "2870"
## [2871] "2871" "2872" "2873" "2874" "2875" "2876" "2877" "2878" "2879" "2880"
## [2881] "2881" "2882" "2883" "2884" "2885" "2886" "2887" "2888" "2889" "2890"
## [2891] "2891" "2892" "2893" "2894" "2895" "2896" "2897" "2898" "2899" "2900"
## [2901] "2901" "2902" "2903" "2904" "2905" "2906" "2907" "2908" "2909" "2910"
## [2911] "2911" "2912" "2913" "2914" "2915" "2916" "2917" "2918" "2919" "2920"
## [2921] "2921" "2922" "2923" "2924" "2925" "2926" "2927" "2928" "2929" "2930"
## [2931] "2931" "2932" "2933" "2934" "2935" "2936" "2937" "2938" "2939" "2940"
## [2941] "2941" "2942" "2943" "2944" "2945" "2946" "2947" "2948" "2949" "2950"
## [2951] "2951" "2952" "2953" "2954" "2955" "2956" "2957" "2958" "2959" "2960"
## [2961] "2961" "2962" "2963" "2964" "2965" "2966" "2967" "2968" "2969" "2970"
## [2971] "2971" "2972" "2973" "2974" "2975" "2976" "2977" "2978" "2979" "2980"
## [2981] "2981" "2982" "2983" "2984" "2985" "2986" "2987" "2988" "2989" "2990"
## [2991] "2991" "2992" "2993" "2994" "2995" "2996" "2997" "2998" "2999" "3000"
## [3001] "3001" "3002" "3003" "3004" "3005" "3006" "3007" "3008" "3009" "3010"
## [3011] "3011" "3012" "3013" "3014" "3015" "3016" "3017" "3018" "3019" "3020"
## [3021] "3021" "3022" "3023" "3024" "3025" "3026" "3027" "3028" "3029" "3030"
## [3031] "3031" "3032" "3033" "3034" "3035" "3036" "3037" "3038" "3039" "3040"
## [3041] "3041" "3042" "3043" "3044" "3045" "3046" "3047" "3048" "3049" "3050"
## [3051] "3051" "3052" "3053" "3054" "3055" "3056" "3057" "3058" "3059" "3060"
## [3061] "3061" "3062" "3063" "3064" "3065" "3066" "3067" "3068" "3069" "3070"
## [3071] "3071" "3072" "3073" "3074" "3075" "3076" "3077" "3078" "3079" "3080"
## [3081] "3081" "3082" "3083" "3084" "3085" "3086" "3087" "3088" "3089" "3090"
## [3091] "3091" "3092" "3093" "3094" "3095" "3096" "3097" "3098" "3099" "3100"
## [3101] "3101" "3102" "3103" "3104" "3105" "3106" "3107" "3108" "3109" "3110"
## [3111] "3111" "3112" "3113" "3114" "3115" "3116" "3117" "3118" "3119" "3120"
## [3121] "3121" "3122" "3123" "3124" "3125" "3126" "3127" "3128" "3129" "3130"
## [3131] "3131" "3132" "3133" "3134" "3135" "3136" "3137" "3138" "3139" "3140"
## [3141] "3141" "3142" "3143" "3144" "3145" "3146" "3147" "3148" "3149" "3150"
## [3151] "3151" "3152" "3153" "3154" "3155" "3156" "3157" "3158" "3159" "3160"
## [3161] "3161" "3162" "3163" "3164" "3165" "3166" "3167" "3168" "3169" "3170"
## [3171] "3171" "3172" "3173" "3174" "3175" "3176" "3177" "3178" "3179" "3180"
## [3181] "3181" "3182" "3183" "3184" "3185" "3186" "3187" "3188" "3189" "3190"
## [3191] "3191" "3192" "3193" "3194" "3195" "3196" "3197" "3198" "3199" "3200"
## [3201] "3201" "3202" "3203" "3204" "3205" "3206" "3207" "3208" "3209" "3210"
## [3211] "3211" "3212" "3213" "3214" "3215" "3216" "3217" "3218" "3219" "3220"
## [3221] "3221" "3222" "3223" "3224" "3225" "3226" "3227" "3228" "3229" "3230"
## [3231] "3231" "3232" "3233" "3234" "3235" "3236" "3237" "3238" "3239" "3240"
## [3241] "3241" "3242" "3243" "3244" "3245" "3246" "3247" "3248" "3249" "3250"
## [3251] "3251" "3252" "3253" "3254" "3255" "3256" "3257" "3258" "3259" "3260"
## [3261] "3261" "3262" "3263" "3264" "3265" "3266" "3267" "3268" "3269" "3270"
## [3271] "3271" "3272" "3273" "3274" "3275" "3276"
## 
## [[2]]
##  [1] "ph"              "Hardness"        "Solids"          "Chloramines"    
##  [5] "Sulfate"         "Conductivity"    "Organic_carbon"  "Trihalomethanes"
##  [9] "Turbidity"       "Potability"
dimnames(data)[[1]]
##    [1] "1"    "2"    "3"    "4"    "5"    "6"    "7"    "8"    "9"    "10"  
##   [11] "11"   "12"   "13"   "14"   "15"   "16"   "17"   "18"   "19"   "20"  
##   [21] "21"   "22"   "23"   "24"   "25"   "26"   "27"   "28"   "29"   "30"  
##   [31] "31"   "32"   "33"   "34"   "35"   "36"   "37"   "38"   "39"   "40"  
##   [41] "41"   "42"   "43"   "44"   "45"   "46"   "47"   "48"   "49"   "50"  
##   [51] "51"   "52"   "53"   "54"   "55"   "56"   "57"   "58"   "59"   "60"  
##   [61] "61"   "62"   "63"   "64"   "65"   "66"   "67"   "68"   "69"   "70"  
##   [71] "71"   "72"   "73"   "74"   "75"   "76"   "77"   "78"   "79"   "80"  
##   [81] "81"   "82"   "83"   "84"   "85"   "86"   "87"   "88"   "89"   "90"  
##   [91] "91"   "92"   "93"   "94"   "95"   "96"   "97"   "98"   "99"   "100" 
##  [101] "101"  "102"  "103"  "104"  "105"  "106"  "107"  "108"  "109"  "110" 
##  [111] "111"  "112"  "113"  "114"  "115"  "116"  "117"  "118"  "119"  "120" 
##  [121] "121"  "122"  "123"  "124"  "125"  "126"  "127"  "128"  "129"  "130" 
##  [131] "131"  "132"  "133"  "134"  "135"  "136"  "137"  "138"  "139"  "140" 
##  [141] "141"  "142"  "143"  "144"  "145"  "146"  "147"  "148"  "149"  "150" 
##  [151] "151"  "152"  "153"  "154"  "155"  "156"  "157"  "158"  "159"  "160" 
##  [161] "161"  "162"  "163"  "164"  "165"  "166"  "167"  "168"  "169"  "170" 
##  [171] "171"  "172"  "173"  "174"  "175"  "176"  "177"  "178"  "179"  "180" 
##  [181] "181"  "182"  "183"  "184"  "185"  "186"  "187"  "188"  "189"  "190" 
##  [191] "191"  "192"  "193"  "194"  "195"  "196"  "197"  "198"  "199"  "200" 
##  [201] "201"  "202"  "203"  "204"  "205"  "206"  "207"  "208"  "209"  "210" 
##  [211] "211"  "212"  "213"  "214"  "215"  "216"  "217"  "218"  "219"  "220" 
##  [221] "221"  "222"  "223"  "224"  "225"  "226"  "227"  "228"  "229"  "230" 
##  [231] "231"  "232"  "233"  "234"  "235"  "236"  "237"  "238"  "239"  "240" 
##  [241] "241"  "242"  "243"  "244"  "245"  "246"  "247"  "248"  "249"  "250" 
##  [251] "251"  "252"  "253"  "254"  "255"  "256"  "257"  "258"  "259"  "260" 
##  [261] "261"  "262"  "263"  "264"  "265"  "266"  "267"  "268"  "269"  "270" 
##  [271] "271"  "272"  "273"  "274"  "275"  "276"  "277"  "278"  "279"  "280" 
##  [281] "281"  "282"  "283"  "284"  "285"  "286"  "287"  "288"  "289"  "290" 
##  [291] "291"  "292"  "293"  "294"  "295"  "296"  "297"  "298"  "299"  "300" 
##  [301] "301"  "302"  "303"  "304"  "305"  "306"  "307"  "308"  "309"  "310" 
##  [311] "311"  "312"  "313"  "314"  "315"  "316"  "317"  "318"  "319"  "320" 
##  [321] "321"  "322"  "323"  "324"  "325"  "326"  "327"  "328"  "329"  "330" 
##  [331] "331"  "332"  "333"  "334"  "335"  "336"  "337"  "338"  "339"  "340" 
##  [341] "341"  "342"  "343"  "344"  "345"  "346"  "347"  "348"  "349"  "350" 
##  [351] "351"  "352"  "353"  "354"  "355"  "356"  "357"  "358"  "359"  "360" 
##  [361] "361"  "362"  "363"  "364"  "365"  "366"  "367"  "368"  "369"  "370" 
##  [371] "371"  "372"  "373"  "374"  "375"  "376"  "377"  "378"  "379"  "380" 
##  [381] "381"  "382"  "383"  "384"  "385"  "386"  "387"  "388"  "389"  "390" 
##  [391] "391"  "392"  "393"  "394"  "395"  "396"  "397"  "398"  "399"  "400" 
##  [401] "401"  "402"  "403"  "404"  "405"  "406"  "407"  "408"  "409"  "410" 
##  [411] "411"  "412"  "413"  "414"  "415"  "416"  "417"  "418"  "419"  "420" 
##  [421] "421"  "422"  "423"  "424"  "425"  "426"  "427"  "428"  "429"  "430" 
##  [431] "431"  "432"  "433"  "434"  "435"  "436"  "437"  "438"  "439"  "440" 
##  [441] "441"  "442"  "443"  "444"  "445"  "446"  "447"  "448"  "449"  "450" 
##  [451] "451"  "452"  "453"  "454"  "455"  "456"  "457"  "458"  "459"  "460" 
##  [461] "461"  "462"  "463"  "464"  "465"  "466"  "467"  "468"  "469"  "470" 
##  [471] "471"  "472"  "473"  "474"  "475"  "476"  "477"  "478"  "479"  "480" 
##  [481] "481"  "482"  "483"  "484"  "485"  "486"  "487"  "488"  "489"  "490" 
##  [491] "491"  "492"  "493"  "494"  "495"  "496"  "497"  "498"  "499"  "500" 
##  [501] "501"  "502"  "503"  "504"  "505"  "506"  "507"  "508"  "509"  "510" 
##  [511] "511"  "512"  "513"  "514"  "515"  "516"  "517"  "518"  "519"  "520" 
##  [521] "521"  "522"  "523"  "524"  "525"  "526"  "527"  "528"  "529"  "530" 
##  [531] "531"  "532"  "533"  "534"  "535"  "536"  "537"  "538"  "539"  "540" 
##  [541] "541"  "542"  "543"  "544"  "545"  "546"  "547"  "548"  "549"  "550" 
##  [551] "551"  "552"  "553"  "554"  "555"  "556"  "557"  "558"  "559"  "560" 
##  [561] "561"  "562"  "563"  "564"  "565"  "566"  "567"  "568"  "569"  "570" 
##  [571] "571"  "572"  "573"  "574"  "575"  "576"  "577"  "578"  "579"  "580" 
##  [581] "581"  "582"  "583"  "584"  "585"  "586"  "587"  "588"  "589"  "590" 
##  [591] "591"  "592"  "593"  "594"  "595"  "596"  "597"  "598"  "599"  "600" 
##  [601] "601"  "602"  "603"  "604"  "605"  "606"  "607"  "608"  "609"  "610" 
##  [611] "611"  "612"  "613"  "614"  "615"  "616"  "617"  "618"  "619"  "620" 
##  [621] "621"  "622"  "623"  "624"  "625"  "626"  "627"  "628"  "629"  "630" 
##  [631] "631"  "632"  "633"  "634"  "635"  "636"  "637"  "638"  "639"  "640" 
##  [641] "641"  "642"  "643"  "644"  "645"  "646"  "647"  "648"  "649"  "650" 
##  [651] "651"  "652"  "653"  "654"  "655"  "656"  "657"  "658"  "659"  "660" 
##  [661] "661"  "662"  "663"  "664"  "665"  "666"  "667"  "668"  "669"  "670" 
##  [671] "671"  "672"  "673"  "674"  "675"  "676"  "677"  "678"  "679"  "680" 
##  [681] "681"  "682"  "683"  "684"  "685"  "686"  "687"  "688"  "689"  "690" 
##  [691] "691"  "692"  "693"  "694"  "695"  "696"  "697"  "698"  "699"  "700" 
##  [701] "701"  "702"  "703"  "704"  "705"  "706"  "707"  "708"  "709"  "710" 
##  [711] "711"  "712"  "713"  "714"  "715"  "716"  "717"  "718"  "719"  "720" 
##  [721] "721"  "722"  "723"  "724"  "725"  "726"  "727"  "728"  "729"  "730" 
##  [731] "731"  "732"  "733"  "734"  "735"  "736"  "737"  "738"  "739"  "740" 
##  [741] "741"  "742"  "743"  "744"  "745"  "746"  "747"  "748"  "749"  "750" 
##  [751] "751"  "752"  "753"  "754"  "755"  "756"  "757"  "758"  "759"  "760" 
##  [761] "761"  "762"  "763"  "764"  "765"  "766"  "767"  "768"  "769"  "770" 
##  [771] "771"  "772"  "773"  "774"  "775"  "776"  "777"  "778"  "779"  "780" 
##  [781] "781"  "782"  "783"  "784"  "785"  "786"  "787"  "788"  "789"  "790" 
##  [791] "791"  "792"  "793"  "794"  "795"  "796"  "797"  "798"  "799"  "800" 
##  [801] "801"  "802"  "803"  "804"  "805"  "806"  "807"  "808"  "809"  "810" 
##  [811] "811"  "812"  "813"  "814"  "815"  "816"  "817"  "818"  "819"  "820" 
##  [821] "821"  "822"  "823"  "824"  "825"  "826"  "827"  "828"  "829"  "830" 
##  [831] "831"  "832"  "833"  "834"  "835"  "836"  "837"  "838"  "839"  "840" 
##  [841] "841"  "842"  "843"  "844"  "845"  "846"  "847"  "848"  "849"  "850" 
##  [851] "851"  "852"  "853"  "854"  "855"  "856"  "857"  "858"  "859"  "860" 
##  [861] "861"  "862"  "863"  "864"  "865"  "866"  "867"  "868"  "869"  "870" 
##  [871] "871"  "872"  "873"  "874"  "875"  "876"  "877"  "878"  "879"  "880" 
##  [881] "881"  "882"  "883"  "884"  "885"  "886"  "887"  "888"  "889"  "890" 
##  [891] "891"  "892"  "893"  "894"  "895"  "896"  "897"  "898"  "899"  "900" 
##  [901] "901"  "902"  "903"  "904"  "905"  "906"  "907"  "908"  "909"  "910" 
##  [911] "911"  "912"  "913"  "914"  "915"  "916"  "917"  "918"  "919"  "920" 
##  [921] "921"  "922"  "923"  "924"  "925"  "926"  "927"  "928"  "929"  "930" 
##  [931] "931"  "932"  "933"  "934"  "935"  "936"  "937"  "938"  "939"  "940" 
##  [941] "941"  "942"  "943"  "944"  "945"  "946"  "947"  "948"  "949"  "950" 
##  [951] "951"  "952"  "953"  "954"  "955"  "956"  "957"  "958"  "959"  "960" 
##  [961] "961"  "962"  "963"  "964"  "965"  "966"  "967"  "968"  "969"  "970" 
##  [971] "971"  "972"  "973"  "974"  "975"  "976"  "977"  "978"  "979"  "980" 
##  [981] "981"  "982"  "983"  "984"  "985"  "986"  "987"  "988"  "989"  "990" 
##  [991] "991"  "992"  "993"  "994"  "995"  "996"  "997"  "998"  "999"  "1000"
## [1001] "1001" "1002" "1003" "1004" "1005" "1006" "1007" "1008" "1009" "1010"
## [1011] "1011" "1012" "1013" "1014" "1015" "1016" "1017" "1018" "1019" "1020"
## [1021] "1021" "1022" "1023" "1024" "1025" "1026" "1027" "1028" "1029" "1030"
## [1031] "1031" "1032" "1033" "1034" "1035" "1036" "1037" "1038" "1039" "1040"
## [1041] "1041" "1042" "1043" "1044" "1045" "1046" "1047" "1048" "1049" "1050"
## [1051] "1051" "1052" "1053" "1054" "1055" "1056" "1057" "1058" "1059" "1060"
## [1061] "1061" "1062" "1063" "1064" "1065" "1066" "1067" "1068" "1069" "1070"
## [1071] "1071" "1072" "1073" "1074" "1075" "1076" "1077" "1078" "1079" "1080"
## [1081] "1081" "1082" "1083" "1084" "1085" "1086" "1087" "1088" "1089" "1090"
## [1091] "1091" "1092" "1093" "1094" "1095" "1096" "1097" "1098" "1099" "1100"
## [1101] "1101" "1102" "1103" "1104" "1105" "1106" "1107" "1108" "1109" "1110"
## [1111] "1111" "1112" "1113" "1114" "1115" "1116" "1117" "1118" "1119" "1120"
## [1121] "1121" "1122" "1123" "1124" "1125" "1126" "1127" "1128" "1129" "1130"
## [1131] "1131" "1132" "1133" "1134" "1135" "1136" "1137" "1138" "1139" "1140"
## [1141] "1141" "1142" "1143" "1144" "1145" "1146" "1147" "1148" "1149" "1150"
## [1151] "1151" "1152" "1153" "1154" "1155" "1156" "1157" "1158" "1159" "1160"
## [1161] "1161" "1162" "1163" "1164" "1165" "1166" "1167" "1168" "1169" "1170"
## [1171] "1171" "1172" "1173" "1174" "1175" "1176" "1177" "1178" "1179" "1180"
## [1181] "1181" "1182" "1183" "1184" "1185" "1186" "1187" "1188" "1189" "1190"
## [1191] "1191" "1192" "1193" "1194" "1195" "1196" "1197" "1198" "1199" "1200"
## [1201] "1201" "1202" "1203" "1204" "1205" "1206" "1207" "1208" "1209" "1210"
## [1211] "1211" "1212" "1213" "1214" "1215" "1216" "1217" "1218" "1219" "1220"
## [1221] "1221" "1222" "1223" "1224" "1225" "1226" "1227" "1228" "1229" "1230"
## [1231] "1231" "1232" "1233" "1234" "1235" "1236" "1237" "1238" "1239" "1240"
## [1241] "1241" "1242" "1243" "1244" "1245" "1246" "1247" "1248" "1249" "1250"
## [1251] "1251" "1252" "1253" "1254" "1255" "1256" "1257" "1258" "1259" "1260"
## [1261] "1261" "1262" "1263" "1264" "1265" "1266" "1267" "1268" "1269" "1270"
## [1271] "1271" "1272" "1273" "1274" "1275" "1276" "1277" "1278" "1279" "1280"
## [1281] "1281" "1282" "1283" "1284" "1285" "1286" "1287" "1288" "1289" "1290"
## [1291] "1291" "1292" "1293" "1294" "1295" "1296" "1297" "1298" "1299" "1300"
## [1301] "1301" "1302" "1303" "1304" "1305" "1306" "1307" "1308" "1309" "1310"
## [1311] "1311" "1312" "1313" "1314" "1315" "1316" "1317" "1318" "1319" "1320"
## [1321] "1321" "1322" "1323" "1324" "1325" "1326" "1327" "1328" "1329" "1330"
## [1331] "1331" "1332" "1333" "1334" "1335" "1336" "1337" "1338" "1339" "1340"
## [1341] "1341" "1342" "1343" "1344" "1345" "1346" "1347" "1348" "1349" "1350"
## [1351] "1351" "1352" "1353" "1354" "1355" "1356" "1357" "1358" "1359" "1360"
## [1361] "1361" "1362" "1363" "1364" "1365" "1366" "1367" "1368" "1369" "1370"
## [1371] "1371" "1372" "1373" "1374" "1375" "1376" "1377" "1378" "1379" "1380"
## [1381] "1381" "1382" "1383" "1384" "1385" "1386" "1387" "1388" "1389" "1390"
## [1391] "1391" "1392" "1393" "1394" "1395" "1396" "1397" "1398" "1399" "1400"
## [1401] "1401" "1402" "1403" "1404" "1405" "1406" "1407" "1408" "1409" "1410"
## [1411] "1411" "1412" "1413" "1414" "1415" "1416" "1417" "1418" "1419" "1420"
## [1421] "1421" "1422" "1423" "1424" "1425" "1426" "1427" "1428" "1429" "1430"
## [1431] "1431" "1432" "1433" "1434" "1435" "1436" "1437" "1438" "1439" "1440"
## [1441] "1441" "1442" "1443" "1444" "1445" "1446" "1447" "1448" "1449" "1450"
## [1451] "1451" "1452" "1453" "1454" "1455" "1456" "1457" "1458" "1459" "1460"
## [1461] "1461" "1462" "1463" "1464" "1465" "1466" "1467" "1468" "1469" "1470"
## [1471] "1471" "1472" "1473" "1474" "1475" "1476" "1477" "1478" "1479" "1480"
## [1481] "1481" "1482" "1483" "1484" "1485" "1486" "1487" "1488" "1489" "1490"
## [1491] "1491" "1492" "1493" "1494" "1495" "1496" "1497" "1498" "1499" "1500"
## [1501] "1501" "1502" "1503" "1504" "1505" "1506" "1507" "1508" "1509" "1510"
## [1511] "1511" "1512" "1513" "1514" "1515" "1516" "1517" "1518" "1519" "1520"
## [1521] "1521" "1522" "1523" "1524" "1525" "1526" "1527" "1528" "1529" "1530"
## [1531] "1531" "1532" "1533" "1534" "1535" "1536" "1537" "1538" "1539" "1540"
## [1541] "1541" "1542" "1543" "1544" "1545" "1546" "1547" "1548" "1549" "1550"
## [1551] "1551" "1552" "1553" "1554" "1555" "1556" "1557" "1558" "1559" "1560"
## [1561] "1561" "1562" "1563" "1564" "1565" "1566" "1567" "1568" "1569" "1570"
## [1571] "1571" "1572" "1573" "1574" "1575" "1576" "1577" "1578" "1579" "1580"
## [1581] "1581" "1582" "1583" "1584" "1585" "1586" "1587" "1588" "1589" "1590"
## [1591] "1591" "1592" "1593" "1594" "1595" "1596" "1597" "1598" "1599" "1600"
## [1601] "1601" "1602" "1603" "1604" "1605" "1606" "1607" "1608" "1609" "1610"
## [1611] "1611" "1612" "1613" "1614" "1615" "1616" "1617" "1618" "1619" "1620"
## [1621] "1621" "1622" "1623" "1624" "1625" "1626" "1627" "1628" "1629" "1630"
## [1631] "1631" "1632" "1633" "1634" "1635" "1636" "1637" "1638" "1639" "1640"
## [1641] "1641" "1642" "1643" "1644" "1645" "1646" "1647" "1648" "1649" "1650"
## [1651] "1651" "1652" "1653" "1654" "1655" "1656" "1657" "1658" "1659" "1660"
## [1661] "1661" "1662" "1663" "1664" "1665" "1666" "1667" "1668" "1669" "1670"
## [1671] "1671" "1672" "1673" "1674" "1675" "1676" "1677" "1678" "1679" "1680"
## [1681] "1681" "1682" "1683" "1684" "1685" "1686" "1687" "1688" "1689" "1690"
## [1691] "1691" "1692" "1693" "1694" "1695" "1696" "1697" "1698" "1699" "1700"
## [1701] "1701" "1702" "1703" "1704" "1705" "1706" "1707" "1708" "1709" "1710"
## [1711] "1711" "1712" "1713" "1714" "1715" "1716" "1717" "1718" "1719" "1720"
## [1721] "1721" "1722" "1723" "1724" "1725" "1726" "1727" "1728" "1729" "1730"
## [1731] "1731" "1732" "1733" "1734" "1735" "1736" "1737" "1738" "1739" "1740"
## [1741] "1741" "1742" "1743" "1744" "1745" "1746" "1747" "1748" "1749" "1750"
## [1751] "1751" "1752" "1753" "1754" "1755" "1756" "1757" "1758" "1759" "1760"
## [1761] "1761" "1762" "1763" "1764" "1765" "1766" "1767" "1768" "1769" "1770"
## [1771] "1771" "1772" "1773" "1774" "1775" "1776" "1777" "1778" "1779" "1780"
## [1781] "1781" "1782" "1783" "1784" "1785" "1786" "1787" "1788" "1789" "1790"
## [1791] "1791" "1792" "1793" "1794" "1795" "1796" "1797" "1798" "1799" "1800"
## [1801] "1801" "1802" "1803" "1804" "1805" "1806" "1807" "1808" "1809" "1810"
## [1811] "1811" "1812" "1813" "1814" "1815" "1816" "1817" "1818" "1819" "1820"
## [1821] "1821" "1822" "1823" "1824" "1825" "1826" "1827" "1828" "1829" "1830"
## [1831] "1831" "1832" "1833" "1834" "1835" "1836" "1837" "1838" "1839" "1840"
## [1841] "1841" "1842" "1843" "1844" "1845" "1846" "1847" "1848" "1849" "1850"
## [1851] "1851" "1852" "1853" "1854" "1855" "1856" "1857" "1858" "1859" "1860"
## [1861] "1861" "1862" "1863" "1864" "1865" "1866" "1867" "1868" "1869" "1870"
## [1871] "1871" "1872" "1873" "1874" "1875" "1876" "1877" "1878" "1879" "1880"
## [1881] "1881" "1882" "1883" "1884" "1885" "1886" "1887" "1888" "1889" "1890"
## [1891] "1891" "1892" "1893" "1894" "1895" "1896" "1897" "1898" "1899" "1900"
## [1901] "1901" "1902" "1903" "1904" "1905" "1906" "1907" "1908" "1909" "1910"
## [1911] "1911" "1912" "1913" "1914" "1915" "1916" "1917" "1918" "1919" "1920"
## [1921] "1921" "1922" "1923" "1924" "1925" "1926" "1927" "1928" "1929" "1930"
## [1931] "1931" "1932" "1933" "1934" "1935" "1936" "1937" "1938" "1939" "1940"
## [1941] "1941" "1942" "1943" "1944" "1945" "1946" "1947" "1948" "1949" "1950"
## [1951] "1951" "1952" "1953" "1954" "1955" "1956" "1957" "1958" "1959" "1960"
## [1961] "1961" "1962" "1963" "1964" "1965" "1966" "1967" "1968" "1969" "1970"
## [1971] "1971" "1972" "1973" "1974" "1975" "1976" "1977" "1978" "1979" "1980"
## [1981] "1981" "1982" "1983" "1984" "1985" "1986" "1987" "1988" "1989" "1990"
## [1991] "1991" "1992" "1993" "1994" "1995" "1996" "1997" "1998" "1999" "2000"
## [2001] "2001" "2002" "2003" "2004" "2005" "2006" "2007" "2008" "2009" "2010"
## [2011] "2011" "2012" "2013" "2014" "2015" "2016" "2017" "2018" "2019" "2020"
## [2021] "2021" "2022" "2023" "2024" "2025" "2026" "2027" "2028" "2029" "2030"
## [2031] "2031" "2032" "2033" "2034" "2035" "2036" "2037" "2038" "2039" "2040"
## [2041] "2041" "2042" "2043" "2044" "2045" "2046" "2047" "2048" "2049" "2050"
## [2051] "2051" "2052" "2053" "2054" "2055" "2056" "2057" "2058" "2059" "2060"
## [2061] "2061" "2062" "2063" "2064" "2065" "2066" "2067" "2068" "2069" "2070"
## [2071] "2071" "2072" "2073" "2074" "2075" "2076" "2077" "2078" "2079" "2080"
## [2081] "2081" "2082" "2083" "2084" "2085" "2086" "2087" "2088" "2089" "2090"
## [2091] "2091" "2092" "2093" "2094" "2095" "2096" "2097" "2098" "2099" "2100"
## [2101] "2101" "2102" "2103" "2104" "2105" "2106" "2107" "2108" "2109" "2110"
## [2111] "2111" "2112" "2113" "2114" "2115" "2116" "2117" "2118" "2119" "2120"
## [2121] "2121" "2122" "2123" "2124" "2125" "2126" "2127" "2128" "2129" "2130"
## [2131] "2131" "2132" "2133" "2134" "2135" "2136" "2137" "2138" "2139" "2140"
## [2141] "2141" "2142" "2143" "2144" "2145" "2146" "2147" "2148" "2149" "2150"
## [2151] "2151" "2152" "2153" "2154" "2155" "2156" "2157" "2158" "2159" "2160"
## [2161] "2161" "2162" "2163" "2164" "2165" "2166" "2167" "2168" "2169" "2170"
## [2171] "2171" "2172" "2173" "2174" "2175" "2176" "2177" "2178" "2179" "2180"
## [2181] "2181" "2182" "2183" "2184" "2185" "2186" "2187" "2188" "2189" "2190"
## [2191] "2191" "2192" "2193" "2194" "2195" "2196" "2197" "2198" "2199" "2200"
## [2201] "2201" "2202" "2203" "2204" "2205" "2206" "2207" "2208" "2209" "2210"
## [2211] "2211" "2212" "2213" "2214" "2215" "2216" "2217" "2218" "2219" "2220"
## [2221] "2221" "2222" "2223" "2224" "2225" "2226" "2227" "2228" "2229" "2230"
## [2231] "2231" "2232" "2233" "2234" "2235" "2236" "2237" "2238" "2239" "2240"
## [2241] "2241" "2242" "2243" "2244" "2245" "2246" "2247" "2248" "2249" "2250"
## [2251] "2251" "2252" "2253" "2254" "2255" "2256" "2257" "2258" "2259" "2260"
## [2261] "2261" "2262" "2263" "2264" "2265" "2266" "2267" "2268" "2269" "2270"
## [2271] "2271" "2272" "2273" "2274" "2275" "2276" "2277" "2278" "2279" "2280"
## [2281] "2281" "2282" "2283" "2284" "2285" "2286" "2287" "2288" "2289" "2290"
## [2291] "2291" "2292" "2293" "2294" "2295" "2296" "2297" "2298" "2299" "2300"
## [2301] "2301" "2302" "2303" "2304" "2305" "2306" "2307" "2308" "2309" "2310"
## [2311] "2311" "2312" "2313" "2314" "2315" "2316" "2317" "2318" "2319" "2320"
## [2321] "2321" "2322" "2323" "2324" "2325" "2326" "2327" "2328" "2329" "2330"
## [2331] "2331" "2332" "2333" "2334" "2335" "2336" "2337" "2338" "2339" "2340"
## [2341] "2341" "2342" "2343" "2344" "2345" "2346" "2347" "2348" "2349" "2350"
## [2351] "2351" "2352" "2353" "2354" "2355" "2356" "2357" "2358" "2359" "2360"
## [2361] "2361" "2362" "2363" "2364" "2365" "2366" "2367" "2368" "2369" "2370"
## [2371] "2371" "2372" "2373" "2374" "2375" "2376" "2377" "2378" "2379" "2380"
## [2381] "2381" "2382" "2383" "2384" "2385" "2386" "2387" "2388" "2389" "2390"
## [2391] "2391" "2392" "2393" "2394" "2395" "2396" "2397" "2398" "2399" "2400"
## [2401] "2401" "2402" "2403" "2404" "2405" "2406" "2407" "2408" "2409" "2410"
## [2411] "2411" "2412" "2413" "2414" "2415" "2416" "2417" "2418" "2419" "2420"
## [2421] "2421" "2422" "2423" "2424" "2425" "2426" "2427" "2428" "2429" "2430"
## [2431] "2431" "2432" "2433" "2434" "2435" "2436" "2437" "2438" "2439" "2440"
## [2441] "2441" "2442" "2443" "2444" "2445" "2446" "2447" "2448" "2449" "2450"
## [2451] "2451" "2452" "2453" "2454" "2455" "2456" "2457" "2458" "2459" "2460"
## [2461] "2461" "2462" "2463" "2464" "2465" "2466" "2467" "2468" "2469" "2470"
## [2471] "2471" "2472" "2473" "2474" "2475" "2476" "2477" "2478" "2479" "2480"
## [2481] "2481" "2482" "2483" "2484" "2485" "2486" "2487" "2488" "2489" "2490"
## [2491] "2491" "2492" "2493" "2494" "2495" "2496" "2497" "2498" "2499" "2500"
## [2501] "2501" "2502" "2503" "2504" "2505" "2506" "2507" "2508" "2509" "2510"
## [2511] "2511" "2512" "2513" "2514" "2515" "2516" "2517" "2518" "2519" "2520"
## [2521] "2521" "2522" "2523" "2524" "2525" "2526" "2527" "2528" "2529" "2530"
## [2531] "2531" "2532" "2533" "2534" "2535" "2536" "2537" "2538" "2539" "2540"
## [2541] "2541" "2542" "2543" "2544" "2545" "2546" "2547" "2548" "2549" "2550"
## [2551] "2551" "2552" "2553" "2554" "2555" "2556" "2557" "2558" "2559" "2560"
## [2561] "2561" "2562" "2563" "2564" "2565" "2566" "2567" "2568" "2569" "2570"
## [2571] "2571" "2572" "2573" "2574" "2575" "2576" "2577" "2578" "2579" "2580"
## [2581] "2581" "2582" "2583" "2584" "2585" "2586" "2587" "2588" "2589" "2590"
## [2591] "2591" "2592" "2593" "2594" "2595" "2596" "2597" "2598" "2599" "2600"
## [2601] "2601" "2602" "2603" "2604" "2605" "2606" "2607" "2608" "2609" "2610"
## [2611] "2611" "2612" "2613" "2614" "2615" "2616" "2617" "2618" "2619" "2620"
## [2621] "2621" "2622" "2623" "2624" "2625" "2626" "2627" "2628" "2629" "2630"
## [2631] "2631" "2632" "2633" "2634" "2635" "2636" "2637" "2638" "2639" "2640"
## [2641] "2641" "2642" "2643" "2644" "2645" "2646" "2647" "2648" "2649" "2650"
## [2651] "2651" "2652" "2653" "2654" "2655" "2656" "2657" "2658" "2659" "2660"
## [2661] "2661" "2662" "2663" "2664" "2665" "2666" "2667" "2668" "2669" "2670"
## [2671] "2671" "2672" "2673" "2674" "2675" "2676" "2677" "2678" "2679" "2680"
## [2681] "2681" "2682" "2683" "2684" "2685" "2686" "2687" "2688" "2689" "2690"
## [2691] "2691" "2692" "2693" "2694" "2695" "2696" "2697" "2698" "2699" "2700"
## [2701] "2701" "2702" "2703" "2704" "2705" "2706" "2707" "2708" "2709" "2710"
## [2711] "2711" "2712" "2713" "2714" "2715" "2716" "2717" "2718" "2719" "2720"
## [2721] "2721" "2722" "2723" "2724" "2725" "2726" "2727" "2728" "2729" "2730"
## [2731] "2731" "2732" "2733" "2734" "2735" "2736" "2737" "2738" "2739" "2740"
## [2741] "2741" "2742" "2743" "2744" "2745" "2746" "2747" "2748" "2749" "2750"
## [2751] "2751" "2752" "2753" "2754" "2755" "2756" "2757" "2758" "2759" "2760"
## [2761] "2761" "2762" "2763" "2764" "2765" "2766" "2767" "2768" "2769" "2770"
## [2771] "2771" "2772" "2773" "2774" "2775" "2776" "2777" "2778" "2779" "2780"
## [2781] "2781" "2782" "2783" "2784" "2785" "2786" "2787" "2788" "2789" "2790"
## [2791] "2791" "2792" "2793" "2794" "2795" "2796" "2797" "2798" "2799" "2800"
## [2801] "2801" "2802" "2803" "2804" "2805" "2806" "2807" "2808" "2809" "2810"
## [2811] "2811" "2812" "2813" "2814" "2815" "2816" "2817" "2818" "2819" "2820"
## [2821] "2821" "2822" "2823" "2824" "2825" "2826" "2827" "2828" "2829" "2830"
## [2831] "2831" "2832" "2833" "2834" "2835" "2836" "2837" "2838" "2839" "2840"
## [2841] "2841" "2842" "2843" "2844" "2845" "2846" "2847" "2848" "2849" "2850"
## [2851] "2851" "2852" "2853" "2854" "2855" "2856" "2857" "2858" "2859" "2860"
## [2861] "2861" "2862" "2863" "2864" "2865" "2866" "2867" "2868" "2869" "2870"
## [2871] "2871" "2872" "2873" "2874" "2875" "2876" "2877" "2878" "2879" "2880"
## [2881] "2881" "2882" "2883" "2884" "2885" "2886" "2887" "2888" "2889" "2890"
## [2891] "2891" "2892" "2893" "2894" "2895" "2896" "2897" "2898" "2899" "2900"
## [2901] "2901" "2902" "2903" "2904" "2905" "2906" "2907" "2908" "2909" "2910"
## [2911] "2911" "2912" "2913" "2914" "2915" "2916" "2917" "2918" "2919" "2920"
## [2921] "2921" "2922" "2923" "2924" "2925" "2926" "2927" "2928" "2929" "2930"
## [2931] "2931" "2932" "2933" "2934" "2935" "2936" "2937" "2938" "2939" "2940"
## [2941] "2941" "2942" "2943" "2944" "2945" "2946" "2947" "2948" "2949" "2950"
## [2951] "2951" "2952" "2953" "2954" "2955" "2956" "2957" "2958" "2959" "2960"
## [2961] "2961" "2962" "2963" "2964" "2965" "2966" "2967" "2968" "2969" "2970"
## [2971] "2971" "2972" "2973" "2974" "2975" "2976" "2977" "2978" "2979" "2980"
## [2981] "2981" "2982" "2983" "2984" "2985" "2986" "2987" "2988" "2989" "2990"
## [2991] "2991" "2992" "2993" "2994" "2995" "2996" "2997" "2998" "2999" "3000"
## [3001] "3001" "3002" "3003" "3004" "3005" "3006" "3007" "3008" "3009" "3010"
## [3011] "3011" "3012" "3013" "3014" "3015" "3016" "3017" "3018" "3019" "3020"
## [3021] "3021" "3022" "3023" "3024" "3025" "3026" "3027" "3028" "3029" "3030"
## [3031] "3031" "3032" "3033" "3034" "3035" "3036" "3037" "3038" "3039" "3040"
## [3041] "3041" "3042" "3043" "3044" "3045" "3046" "3047" "3048" "3049" "3050"
## [3051] "3051" "3052" "3053" "3054" "3055" "3056" "3057" "3058" "3059" "3060"
## [3061] "3061" "3062" "3063" "3064" "3065" "3066" "3067" "3068" "3069" "3070"
## [3071] "3071" "3072" "3073" "3074" "3075" "3076" "3077" "3078" "3079" "3080"
## [3081] "3081" "3082" "3083" "3084" "3085" "3086" "3087" "3088" "3089" "3090"
## [3091] "3091" "3092" "3093" "3094" "3095" "3096" "3097" "3098" "3099" "3100"
## [3101] "3101" "3102" "3103" "3104" "3105" "3106" "3107" "3108" "3109" "3110"
## [3111] "3111" "3112" "3113" "3114" "3115" "3116" "3117" "3118" "3119" "3120"
## [3121] "3121" "3122" "3123" "3124" "3125" "3126" "3127" "3128" "3129" "3130"
## [3131] "3131" "3132" "3133" "3134" "3135" "3136" "3137" "3138" "3139" "3140"
## [3141] "3141" "3142" "3143" "3144" "3145" "3146" "3147" "3148" "3149" "3150"
## [3151] "3151" "3152" "3153" "3154" "3155" "3156" "3157" "3158" "3159" "3160"
## [3161] "3161" "3162" "3163" "3164" "3165" "3166" "3167" "3168" "3169" "3170"
## [3171] "3171" "3172" "3173" "3174" "3175" "3176" "3177" "3178" "3179" "3180"
## [3181] "3181" "3182" "3183" "3184" "3185" "3186" "3187" "3188" "3189" "3190"
## [3191] "3191" "3192" "3193" "3194" "3195" "3196" "3197" "3198" "3199" "3200"
## [3201] "3201" "3202" "3203" "3204" "3205" "3206" "3207" "3208" "3209" "3210"
## [3211] "3211" "3212" "3213" "3214" "3215" "3216" "3217" "3218" "3219" "3220"
## [3221] "3221" "3222" "3223" "3224" "3225" "3226" "3227" "3228" "3229" "3230"
## [3231] "3231" "3232" "3233" "3234" "3235" "3236" "3237" "3238" "3239" "3240"
## [3241] "3241" "3242" "3243" "3244" "3245" "3246" "3247" "3248" "3249" "3250"
## [3251] "3251" "3252" "3253" "3254" "3255" "3256" "3257" "3258" "3259" "3260"
## [3261] "3261" "3262" "3263" "3264" "3265" "3266" "3267" "3268" "3269" "3270"
## [3271] "3271" "3272" "3273" "3274" "3275" "3276"
dimnames(data)[[2]]
##  [1] "ph"              "Hardness"        "Solids"          "Chloramines"    
##  [5] "Sulfate"         "Conductivity"    "Organic_carbon"  "Trihalomethanes"
##  [9] "Turbidity"       "Potability"

Rotating Data Tables using t() command.

data.t = t(data)

Use of cbind() and rbind() command to form columns and rows of a matrix.

data.mat = as.matrix(data)
data.mat
##                 ph  Hardness     Solids Chloramines  Sulfate Conductivity
##    [1,]         NA 204.89046 20791.3190   7.3002119 368.5164     564.3087
##    [2,]  3.7160801 129.42292 18630.0579   6.6352459       NA     592.8854
##    [3,]  8.0991242 224.23626 19909.5417   9.2758836       NA     418.6062
##    [4,]  8.3167659 214.37339 22018.4174   8.0593324 356.8861     363.2665
##    [5,]  9.0922235 181.10151 17978.9863   6.5466000 310.1357     398.4108
##    [6,]  5.5840866 188.31332 28748.6877   7.5448688 326.6784     280.4679
##    [7,] 10.2238622 248.07174 28749.7165   7.5134085 393.6634     283.6516
##    [8,]  8.6358487 203.36152 13672.0918   4.5630087 303.3098     474.6076
##    [9,]         NA 118.98858 14285.5839   7.8041736 268.6469     389.3756
##   [10,] 11.1802845 227.23147 25484.5085   9.0772000 404.0416     563.8855
##   [11,]  7.3606401 165.52080 32452.6144   7.5507009 326.6244     425.3834
##   [12,]  7.9745216 218.69330 18767.6567   8.1103845       NA     364.0982
##   [13,]  7.1198244 156.70499 18730.8137   3.6060361 282.3441     347.7150
##   [14,]         NA 150.17492 27331.3620   6.8382235 299.4158     379.7618
##   [15,]  7.4962322 205.34498 28388.0049   5.0725578       NA     444.6454
##   [16,]  6.3472718 186.73288 41065.2348   9.6295963 364.4877     516.7433
##   [17,]  7.0517858 211.04941 30980.6008  10.0947960       NA     315.1413
##   [18,]  9.1815600 273.81381 24041.3263   6.9049897 398.3505     477.9746
##   [19,]  8.9754643 279.35717 19460.3981   6.2043209       NA     431.4440
##   [20,]  7.3710503 214.49661 25630.3200   4.4326693 335.7544     469.9146
##   [21,]         NA 227.43505 22305.5674  10.3339179       NA     554.8201
##   [22,]  6.6602120 168.28375 30944.3636   5.8587691 310.9309     523.6713
##   [23,]         NA 215.97786 17107.2242   5.6070605 326.9440     436.2562
##   [24,]  3.9024757 196.90325 21167.5001   6.9963116       NA     444.4789
##   [25,]  5.4003018 140.73906 17266.5934  10.0568525 328.3582     472.8741
##   [26,]  6.5144151 198.76735 21218.7029   8.6709369 323.5963     413.2905
##   [27,]  3.4450619 207.92626 33424.7687   8.7821475 384.0070     441.7859
##   [28,]         NA 145.76818 13224.9356   7.9064447 304.0020     298.9907
##   [29,]         NA 266.42102 26362.9650   7.7000635 395.3895     364.4801
##   [30,]         NA 148.15306 15193.4135   9.0468327 307.0118     563.8047
##   [31,]  7.1814486 209.62560 15196.2300   5.9946786 338.3364     342.1113
##   [32,]  9.8254899 190.75662 19677.8925   6.7575407       NA     452.8362
##   [33,] 10.4332910 117.79123 22326.8920   8.1615048 307.7075     412.9868
##   [34,]  7.4141482 235.04453 32555.8525   6.8459520 387.1753     411.9834
##   [35,]         NA 232.28045 14787.2063   5.4749148       NA     383.9817
##   [36,]  5.1158171 191.95274 19620.5453   6.0607130 323.8364     441.7484
##   [37,]  3.6416298 183.90872 24752.0725   5.5383141 286.0596     456.8601
##   [38,]  5.6180644 304.23591 17281.9752   6.1010835       NA     399.4716
##   [39,]         NA 143.45373 19942.2732   5.8907546       NA     427.1307
##   [40,]  9.2671875 198.61439 24683.7236   6.1106124 328.0775     396.8769
##   [41,]         NA 233.85900 11703.9239   4.5993879 309.0393     349.3996
##   [42,]  5.3319405 194.87407 16658.8765   7.9938296 316.6752     335.1204
##   [43,]  7.1457715 238.68993 28780.3404   6.8140287 385.9757     332.0327
##   [44,]  9.9206911 202.81748  9973.9341   6.8822483 337.3505     333.1925
##   [45,]  4.7584394 183.34945 21568.4288   4.7313490       NA     403.9442
##   [46,]  5.7029260 216.85047 35606.4402   7.1843511       NA     504.6383
##   [47,]  6.9538642 209.63829 10575.1863   4.4627072 315.6066     391.1843
##   [48,] 10.6829664 173.37550 15758.7406   5.5707836 307.3526     323.8079
##   [49,]         NA 129.89057 34415.8531   6.3219290 304.5352     470.3292
##   [50,]  8.7572574 200.19140 21536.2247   4.9151011 317.8829     404.7178
##   [51,]         NA 168.38843 27492.3073   7.0462248 299.8205     383.7950
##   [52,]  7.8096319 100.45762 12013.5506   5.2123146 247.2008     605.2201
##   [53,]  6.6524881 145.01017 19871.7884   4.9610664 288.0522     545.9750
##   [54,]  9.1471971 211.71414 11920.6108   7.2307948 339.7519     527.7089
##   [55,] 10.5607446 181.89337 21783.6510   6.9912600 340.3904     456.5564
##   [56,]  7.4842548 260.09217 30616.6151   9.3791335       NA     404.6708
##   [57,]  8.5208066 238.33511 28779.6500   8.2828085 381.6493     481.3188
##   [58,]  4.9994138 190.28705 24323.8659   7.2301641 324.8930     405.3305
##   [59,]         NA 157.80119 16963.6250   8.3356185 300.0442     360.9960
##   [60,]         NA 155.05573 20557.2404   8.1873190       NA     290.1810
##   [61,]  3.9060784 233.40284 32144.7999   6.9948396 348.3594     269.4491
##   [62,]  6.3913536 213.01783 20965.4783   5.3755599 327.6505     369.3381
##   [63,]         NA 229.48569 35729.6927   8.8108430 384.9438     296.3975
##   [64,]  8.6920920 195.14374 24656.2397   8.2319003       NA     398.3454
##   [65,]  8.0857598 127.73967 32653.9104   6.5342374       NA     416.2396
##   [66,]  6.2039777 212.30662 21815.0741   7.8739919       NA     362.1080
##   [67,]  5.0581089 238.56938 34873.9345   8.9832761 374.4335     669.7251
##   [68,]         NA 103.46476 27420.1674   8.4173050       NA     485.9745
##   [69,]         NA 211.20053 12830.4841   4.5021170 326.9615     333.3298
##   [70,]  7.2615505 179.88979 24964.7777   5.8370865 349.2693     501.1828
##   [71,]  7.1604672 183.08931  6743.3461   3.8030364 277.5991     428.0363
##   [72,]  5.7047648 116.29933 33223.5815   7.0505032 297.0782     504.3787
##   [73,]  6.2172731 130.94446 19460.3828   7.0924630 300.1313     556.6537
##   [74,]  8.6799350 242.22867 22984.0510   7.5187647       NA     352.9426
##   [75,]         NA 219.30091 14859.4664   5.5983268 344.4424     425.2136
##   [76,]  6.8973221 211.36017 25650.7776   6.7660099       NA     383.0143
##   [77,]  3.5145455 158.73208 23029.6636   6.8216791 286.5228     307.3791
##   [78,]  3.7225005 163.63975 37962.1680   6.6845703 326.6940     467.5630
##   [79,]  6.4550048 176.68397 24468.0484   5.7569300 314.7996     477.5813
##   [80,]  7.3168048 217.52286 31903.3998   9.8650475 376.9380     425.9134
##   [81,]  1.8445384 233.76434 28689.5958   7.7244323       NA     410.3873
##   [82,]  5.5191257 168.72858 12531.6019   7.7307229       NA     443.5704
##   [83,]  7.4089855 204.96175  9566.1223   6.5059231 311.4527     504.1460
##   [84,]  5.9767696 258.95273 27267.9819   7.6485993 383.6572     514.1189
##   [85,]  6.3953591 133.83423 23827.2750   5.1277469 266.9084     573.4003
##   [86,]  6.2096423 195.41772 13116.7077   7.8793477       NA     417.2417
##   [87,]  6.7628325 232.07518 27159.3843   7.8849907 350.4453     465.4138
##   [88,]  9.9187171 199.18125 21470.2783   6.7998414 329.1784     430.5077
##   [89,] 10.1554402 300.29248 12652.3630   6.6551264 398.6478     487.4591
##   [90,]  8.7217267 206.36968 28608.0521   6.3254424 377.4045     506.9384
##   [91,]         NA 197.97978 17153.3062   7.6592039 329.2803     575.1147
##   [92,]         NA 199.10789 29721.9116   6.8696902 357.3032     420.7096
##   [93,]  6.0996467 237.91993 20416.8410   8.4578307       NA     291.1048
##   [94,]  9.0267877 253.21707 27965.0721   6.5883744 373.5532     588.3197
##   [95,]  6.9533716 203.14655 11609.1091   5.4957377 304.2832     551.1433
##   [96,]  6.1408776 197.87609 26687.8745   7.5871964 329.2319     548.0728
##   [97,]  7.0778740 220.67054 23873.3782   6.1818396 341.9872     333.0508
##   [98,]  5.4883143 135.80236 21485.1532   8.1874158 280.6033     441.3311
##   [99,]  7.2055592 120.32762 24627.8676   6.2024693 289.7687     418.4333
##  [100,]  9.1778699 163.27483 20868.3312   7.7260404 320.4214     426.9944
##  [101,]  4.2707162 166.83771 24405.2505   7.3915101 297.2067     349.5189
##  [102,]  7.3488445 223.26494 11519.0465   8.8895587       NA     494.1584
##  [103,]  8.5261699 175.61284 11837.1234   7.4837088 308.3985     474.2405
##  [104,]         NA 169.04192 36152.8209   8.3303889 329.0397     590.7488
##  [105,]  2.6120359 188.80413 34798.2526   6.7964392       NA     468.0803
##  [106,]  8.4905716 204.12365 22989.7964   8.2707929 358.8471     435.0009
##  [107,]         NA 213.54193 22539.7116   6.9572042 334.0412     463.3988
##  [108,]  8.8584015 254.61752  9624.3005   7.9540156 348.4082     344.3034
##  [109,]  6.0981565 189.99585 27776.9011   6.4430979 347.9304     245.8596
##  [110,]  8.4199707 185.71899 13237.9896   3.9982658 308.1426     463.6473
##  [111,]  9.2861550 222.66155 12311.2684   7.2898660 332.2394     353.7401
##  [112,]  7.8758951 226.28479 12710.2495   7.3031266 346.4033     445.3741
##  [113,]  7.7253329 252.26549 36477.7381   8.3867610 426.5436     339.4113
##  [114,]  3.3880906 212.02894 20230.1256   8.5697815 349.1560     353.9129
##  [115,]  6.7453067 218.42464 21871.8387   7.1655092       NA     373.0501
##  [116,]         NA 190.42390 28062.6419   9.6151470 357.2267     263.7719
##  [117,]  7.1838257 261.85080 14100.9690   9.0084952 358.7247     290.4238
##  [118,] 10.1119767 240.43210 15331.3027   5.3926513 361.9029     403.0418
##  [119,]  7.3974133 122.54104  8855.1141   6.8886889 241.6075     489.8516
##  [120,]  7.8128044 196.58389 42550.8418   7.3346476       NA     442.5458
##  [121,]  6.8774569 136.87921 27433.5873   7.0915215 307.3971     342.1963
##  [122,]         NA 146.97025 16367.4584   7.6870372       NA     468.9450
##  [123,]         NA 230.80948 27418.7810   7.1364984 369.3100     274.6606
##  [124,]  7.5210517 267.05965 26865.3737  10.4494503       NA     505.7094
##  [125,]  8.5508755 231.24879 28918.4200   7.8225285 369.2642     432.2853
##  [126,] 10.3084777 217.21975 27653.2352   8.9122663 369.5312     382.9515
##  [127,]         NA 252.67047 29368.6742   9.9061466 433.9522     465.2166
##  [128,]  7.3710851 207.71682 24913.8372   9.6163304 362.3002     363.1685
##  [129,] 11.1806947 228.30086 16600.3927   6.0940005       NA     504.0505
##  [130,]  6.5064878 202.28594 17087.0769   6.2019828 326.6624     481.7719
##  [131,]  6.6439358 151.88960 10909.1946   3.7496251 240.9367     437.9090
##  [132,]  5.0337740 155.32148 34971.8075   7.1214774 320.1155     500.6373
##  [133,]  6.9126076 155.74050 17973.1789   4.9163026 275.9082     439.6481
##  [134,]  7.9776360 245.89513 32170.0692   9.6356361 399.5832     473.6625
##  [135,]  6.0783358 197.50191 35957.7922   8.1304722 379.5277     360.0605
##  [136,]  6.2424145 191.90873 28149.4118   7.1304368 319.3068     448.2425
##  [137,]  6.0633548 160.76731 14775.1456   7.4841036 305.8286     327.2702
##  [138,]  8.1295855 177.89897 27834.2177   9.0060077 334.4385     397.0214
##  [139,]  9.5624059 202.01364 13041.8291   5.8206552 327.1188     433.3817
##  [140,]  8.1677926 200.91375 27141.3629   7.2624166 344.1611     525.5988
##  [141,]  8.5944161 270.02271 15791.6754   5.9126906       NA     672.5570
##  [142,]         NA 167.38613 20944.6208   4.9631240       NA     566.3393
##  [143,]  6.8254679 187.05171 46140.1268   6.1377575 352.7022     373.4272
##  [144,]  7.8611777 204.27424 25145.0241   7.9233154 338.2138     469.4870
##  [145,]  4.9657736 220.84864 21802.7449   6.2505780 311.5981     386.4133
##  [146,]  6.2074330 192.93703 13442.6035   5.8190229 325.9066     533.7959
##  [147,]         NA 157.00129 20067.1053   8.0710510       NA     490.9097
##  [148,]  9.7692510 264.26565  8471.6774   8.3497098 359.2685     353.1965
##  [149,]  9.6306655 152.86243 23641.7026   6.9257061 333.1483     417.1671
##  [150,]  5.1874716 104.75242 20060.0787   6.9139109       NA     368.8154
##  [151,]  7.6335701 199.65300 16312.1550   9.9005469 358.5663     420.5342
##  [152,]  5.7711990 155.05089 24909.4440   6.5312613 297.0093     313.7019
##  [153,]  6.5799693 197.22698 17657.0842   4.5062935 290.2899     254.3933
##  [154,]  4.8011544 180.77287 13556.7344   8.9772864 322.0624     587.3950
##  [155,]  7.9488157 238.23641 19129.4584   5.8519650       NA     434.6555
##  [156,]  6.9069922 216.78529 19991.2391   7.3023517 340.1060     356.4591
##  [157,]         NA 281.26867 22452.0908   6.7736990 343.6358     395.3418
##  [158,]         NA 190.77946 12224.3105   4.6462111 308.5649     399.2714
##  [159,]  8.4613309 212.58137 34406.7764   8.6791516 384.8554     477.3434
##  [160,]  7.7261348 233.94786 21667.8687   6.3131819 340.2732     472.2590
##  [161,]         NA 247.66157 19549.4993   8.7696703       NA     438.8658
##  [162,]  8.9270781 241.87511 22821.2544   8.5497383 367.9756     380.1972
##  [163,]  6.2080155 153.22111 17358.7964   8.2149389 328.2820     481.1957
##  [164,]  6.1284256 141.49241  9615.8327   7.6279191 277.9517     415.0087
##  [165,]         NA 202.25483 11981.7402   9.1891061 339.9839     416.5889
##  [166,]  7.3080488 274.70495 14600.5395   8.1058029 384.5649     415.6073
##  [167,]         NA 170.09924 39906.1903   6.5549962       NA     515.3867
##  [168,]  8.6408864 201.56872 26473.7132   6.9670946 352.3066     309.9833
##  [169,]         NA 205.50946 20406.9277   6.8100692 355.2659     482.3301
##  [170,]  8.1532101 127.14489 10280.9295   5.8283578 267.6369     487.9083
##  [171,]  8.2937201 206.16041 35216.3860   6.4409998 347.0622     399.4836
##  [172,]         NA 233.85035 21136.2868   6.6898776       NA     332.7376
##  [173,]         NA 237.67738 26009.0753   7.0745313 372.6003     344.7679
##  [174,]  9.4899729 234.06997 15513.7404   4.7353322       NA     277.9701
##  [175,]  7.8309763 190.79904  7695.0639   4.8452055 292.5158     507.4455
##  [176,]  4.4302812 139.68576 28862.2572   8.9613724 298.3795     434.7813
##  [177,]  7.2407396 201.18680 23783.0996   7.7512854 340.9837     579.2204
##  [178,]         NA 260.20536 19517.7248   8.7641687 368.8210     251.0209
##  [179,]  6.8673013 174.18498 24112.1535   5.5299422 297.6556     484.1229
##  [180,]  6.1296370 200.27818 30989.9484   8.8301023 348.8682     341.3886
##  [181,]  7.9170494 278.05632 27192.2806   9.2201282 424.7880     358.7817
##  [182,]  6.5116181 181.87342 29136.8146   7.6857751 345.7516     475.3414
##  [183,]  5.3238156 232.36858 37625.7527   8.8798229 380.5765     580.8977
##  [184,]  6.7695729 168.93707 11067.1811   7.1212636 305.7950     289.5425
##  [185,]  5.8779740 141.61529 13652.2932   5.7016591 279.7824     538.4954
##  [186,]  9.5340217 201.95521  9472.6149   6.1057085 319.5764     259.6368
##  [187,]  6.3400276 225.02815 45222.5067   5.8090316 363.0058     435.5005
##  [188,]  8.6615924 284.09835 27088.4765   7.8978565       NA     512.2773
##  [189,]  5.6535061 146.59023 16462.4601   6.5015962 299.6446     272.4406
##  [190,]  6.6260122 112.29949 25839.8941   7.6587469 312.2470     327.2481
##  [191,]  7.7938336 176.86648 18344.6804   7.5676769 338.2296     371.2170
##  [192,]  7.5931277 261.56617 18371.0572   6.2975425       NA     387.6296
##  [193,]  7.3627365 185.69218 16268.4486   5.3170193 316.9186     419.2584
##  [194,]  9.3203054 129.82386 16002.1383   4.4050345 271.6706     499.8442
##  [195,]  3.7197916 248.85927 23590.9321   7.6837422 351.5555     427.4959
##  [196,]  6.6556050 216.44117 20571.8457   8.9842368       NA     336.8315
##  [197,]  9.8688779 214.16624 15326.8559   3.3515978 297.0842     424.2928
##  [198,]  5.5906144 229.19214 35370.7355   7.9896407       NA     469.4131
##  [199,]  5.5544365 229.12283 31344.4604   7.7614311       NA     306.8725
##  [200,]  4.1265287 125.47488 11215.9459   5.3660113 261.4448     445.2415
##  [201,]  5.9700357 230.44933 16324.1152   5.2939186 315.1861     327.7866
##  [202,]         NA 229.77135 16162.2623   4.9336622       NA     448.8460
##  [203,]  8.3691544 183.50038 12975.9003   6.6008531 315.9011     493.4654
##  [204,]  6.2842482 190.01765 12206.6812   7.9107112       NA     395.2611
##  [205,] 11.2678284 161.89636  6040.3699   7.2054141       NA     316.5359
##  [206,]  9.2980180 163.03883 13990.5134   4.2497016       NA     399.4774
##  [207,]  7.8954692 154.26578  7769.6161   7.2052620 258.3129     407.7322
##  [208,]  7.9474858 269.80941 34440.7734   6.9582832 390.1042     425.6278
##  [209,] 10.0261592 224.26636 14962.1778   7.4283131 336.9729     517.5128
##  [210,]  6.4881932 225.48191 34864.4279   8.9516923 385.5056     324.5098
##  [211,]  5.8697368 207.72546 22244.2182   6.5977643 352.5640     465.6165
##  [212,]         NA 220.81370 21410.3196   6.3248798 335.8459     382.1978
##  [213,]  5.3041427 160.96836 25299.5116   6.2860431 300.5007     497.7904
##  [214,]  7.5336148 186.91825 11642.7275   5.8906843       NA     363.5063
##  [215,]  4.0776077 207.83805 18194.9541   7.9239740       NA     288.3652
##  [216,]         NA 105.85926 37928.1422   5.6094403       NA     358.8888
##  [217,]  7.0861684 189.14538  4304.4925   3.6158905 259.3733     400.9043
##  [218,]  6.2710122 213.44468 24846.1419   8.3729970       NA     543.3917
##  [219,]  7.9577683 276.73357 17162.3984   7.8415416 397.4320     514.4217
##  [220,]  8.8756423 228.92159 28487.7086   5.3187320 351.9607     474.7725
##  [221,]         NA 192.44717 18257.5693   7.4722491 313.7765     462.4024
##  [222,]  6.6137091 141.12892 25648.5695   7.2229716 295.2369     374.7703
##  [223,]  7.7357050 137.31817 16723.9772   7.6758262 282.5399     595.3293
##  [224,]  9.9250413 238.71339 10704.6032   6.1100194 351.5974     405.9002
##  [225,]  9.0025831 202.99077 19523.1249   7.2447533 330.3615     366.4917
##  [226,]  5.0957665 273.40845 26307.2985  10.2198041 380.2015     513.8776
##  [227,]  8.5946771 263.76459 23220.1206   6.3944631 383.9626     588.8527
##  [228,]  7.0837791 112.82025  8580.2456   4.2102841 234.8527     434.7477
##  [229,]  7.6828725 180.70138 12105.7219   5.3967161 296.2389     469.8356
##  [230,]         NA 133.81311 18272.5060   5.9118705       NA     415.2117
##  [231,]  6.4197725 208.76025 30759.6814   7.7678635       NA     523.6002
##  [232,]  4.4432389 178.95621 25008.5322   4.9488145 298.5767     429.5448
##  [233,]  6.9786643 183.24280 23114.4461   6.5008254 323.1558     470.0787
##  [234,]  6.6236136 203.03014 17167.3013   6.0496009 311.7263     410.2432
##  [235,]  3.6647106 201.09732 28102.7566   5.6820353 330.0235     291.1484
##  [236,]  4.8141356 205.21404 17650.4050   8.1210801 350.4879     414.0307
##  [237,]  5.7796737 199.58608 24160.3543   9.4581283       NA     428.5532
##  [238,]  6.9378188 177.57814 12626.1979   7.3808830       NA     439.6250
##  [239,]  7.4367826 208.09400 28544.6163   6.5000525 339.0239     522.7937
##  [240,]  4.7233126 252.27490 22833.1920   5.9224506 378.5603     411.2950
##  [241,]  9.3806581 265.06122 15156.7898   4.2715447 333.3345     503.1706
##  [242,]  7.8101449 187.31505 20418.8899   7.2148957 325.2289     351.1861
##  [243,]  9.4366372 143.78841 20724.9304   7.7001002       NA     469.7613
##  [244,]  9.4063258 216.76216 27948.5894   6.1561108 355.4730     347.9831
##  [245,]  6.3212593 207.25771  8532.1395   5.9878766 286.4893     491.7653
##  [246,]         NA 217.36975 17984.3274   8.5941629       NA     409.2208
##  [247,]  4.7053565 103.17359 19555.7651   6.7672980       NA     370.1782
##  [248,]  8.8964190 222.25629  8870.9030   6.0113424 332.0026     425.2269
##  [249,]  6.5818782 272.98274 37169.4444   8.1147310 416.0835     351.4768
##  [250,]  6.7551459 231.26013 18536.6986   8.7571332 342.5480     385.1146
##  [251,]  9.4451298 145.80540 13168.5292   9.4444711 310.5834     592.6590
##  [252,]  9.0248450 128.09669 19859.6765   8.0164226 300.1504     451.1435
##  [253,]         NA 169.97485 23403.6373   8.5197299       NA     475.5736
##  [254,]  6.8001191 242.00808 39143.4033   9.5016946 187.1707     376.4566
##  [255,]  7.1741352 203.40893 20401.1025   7.6818063 287.0857     315.5499
##  [256,]  7.6579912 236.96089 14245.7891   6.2890649 373.1654     416.6242
##  [257,]  8.3229867 207.25246 28049.6463   8.8270613 297.8131     358.7259
##  [258,]  5.9342791 223.85813 23249.6538   4.6028499       NA     277.3845
##  [259,]  9.8027208  98.77164 27357.4567   9.2181504 323.1991     512.4287
##  [260,]  6.1019552 215.26809 15976.9262   8.8571600 308.4827     417.8436
##  [261,]  4.9977706 280.08241 26849.1947   6.1307565 374.2330     297.6115
##  [262,]  4.8157668 217.68709 16392.1351   7.4611705 278.7423     481.4808
##  [263,]  6.5480206 278.58511 25508.3869   6.7493778 366.8715     497.3218
##  [264,] 13.1754017  47.43200 19237.9497   8.9070197 375.1473     500.2460
##  [265,]  6.6180109 233.66164 19598.8607   4.7010493 432.5564     401.6698
##  [266,]  7.7880547 212.69146 29879.0601   6.9989615 360.6683     359.5691
##  [267,]  5.1918343 211.09418 14866.1039   7.2386913 323.1093     388.7166
##  [268,]  5.6263395 230.85798 14442.4189   5.2103687       NA     346.5532
##  [269,]  6.8696389 251.29345 21728.8213   8.8031747 279.7769     539.4669
##  [270,]  9.0586284 155.35756 15737.4689   7.2519789 343.2340     463.3893
##  [271,]  7.2918883 127.54430 27784.0485   9.7544759 247.3354     439.6493
##  [272,]  7.2759088 175.22038 22644.7663   7.8868545 293.3099     373.3457
##  [273,]  6.5127371 229.26386 22475.0469  12.5800265 192.0336     479.5013
##  [274,]  7.2078868 175.87029 35804.2926   8.0660591 320.1022     468.5628
##  [275,]         NA 156.52063 16146.1571   6.6295992 352.3534     629.2812
##  [276,]  5.3249419 280.08965 35344.6580  13.0438061 180.2067     392.4215
##  [277,]  7.0823006 169.46893 29846.7191   5.4433869 350.4018     353.0304
##  [278,]  5.3341836 224.78794 28897.4915   6.0485246       NA     360.1792
##  [279,] 10.7618978  81.71090 25999.9537   8.4773939 318.4272     392.7041
##  [280,]  6.2868069 258.30005 13777.3762   7.4832577 328.6806     563.4348
##  [281,]  9.7945587 129.87096 20682.7317   9.3908426 291.9801     427.1239
##  [282,]  8.2104436 167.10219 13933.0854  10.4228418 243.4859     391.0689
##  [283,]  6.9417194 173.33439 20111.8213   6.6971941       NA     374.4853
##  [284,] 10.3561188 136.32375 48621.5640   9.1587039 327.9228     365.7203
##  [285,]  7.9589843 171.48362 23625.8139   9.5377351 259.9800     327.6239
##  [286,]  3.8826311 243.80795  7751.8095   0.5303513       NA     341.2911
##  [287,]  5.6717738 216.04281 15949.1532   7.5005732       NA     372.5352
##  [288,] 10.0033005 143.09429 46113.9575  12.9121866       NA     574.5550
##  [289,]  6.5528475 198.80694 34006.4207   8.6912062 274.9044     477.1639
##  [290,]  7.6285527 156.79369 26244.0369   8.3376104 255.0432     495.9670
##  [291,]  4.7908405 268.72088 17862.3690   4.5545736 377.2412     608.8469
##  [292,]  7.7109599 181.93813  6552.6263   5.3892486 390.5964     516.2841
##  [293,]  8.2912990 211.21703 20008.1350   8.7678750 275.7673     475.9091
##  [294,]  6.1931701 225.68342 12883.7265   4.7393601       NA     389.4060
##  [295,]  9.0326606 121.44144 15618.1702   6.1574907 372.9275     390.6572
##  [296,]  6.1394937 236.67403  8081.4665   6.2508081       NA     416.2388
##  [297,]  7.1294247 178.37235 25840.5789   7.4878233 312.9827     323.2989
##  [298,]         NA 191.28522 21948.3254   5.6267873 355.4888     509.4068
##  [299,]  5.4185038 187.77681 35902.7157   4.3570879       NA     454.5203
##  [300,]  8.0754945 195.80500 29483.6019  10.4938409 298.7372     321.7483
##  [301,]         NA 225.28770 22511.6926   7.0575779 377.1290     291.3537
##  [302,] 10.0496737 132.83284 11557.0320   8.5505727 323.5081     442.7680
##  [303,]  5.6676506 229.92837 16953.8987   8.7743061 293.5742     554.1205
##  [304,]         NA 181.68916 27776.1803   7.5898688 298.2267     417.6312
##  [305,]  8.9239806 135.93847 27919.7707  12.3632848       NA     415.6295
##  [306,]  6.4288663 225.61309 15596.4733   6.1534724       NA     466.0444
##  [307,]  6.9606035 201.71545 11348.6760   4.2978898       NA     468.5914
##  [308,]  5.8736758 203.32993 19216.6831   9.2127787       NA     420.2912
##  [309,]  6.7954690 187.78302 15300.8387   7.4865984 316.9569     498.6659
##  [310,] 10.0410280 113.83111 16266.4344   7.9390744 363.8669     557.4861
##  [311,]         NA 273.25562 44506.4416   8.4126881 233.7926     485.6472
##  [312,]  7.2960377 235.73519 36043.7066   5.1962128 377.1907     385.6143
##  [313,]         NA 161.82648 29299.1234   7.0287967 350.4309     375.7807
##  [314,]  5.8626412 185.06522 44069.2722   4.3827213 412.6901     331.5701
##  [315,]  7.2921418 174.48043 33991.6516   9.5117924 259.1650     435.1080
##  [316,]  8.0628056 200.49311 11567.8878   9.8899500       NA     510.4144
##  [317,]  7.8219709 157.18155 23318.1880   9.0840399 324.8517     294.6365
##  [318,] 11.3017940  77.45959 39227.6195   8.5179861 337.5012     410.8561
##  [319,]  6.5937643 233.51413 25589.6106   9.7856958       NA     489.7034
##  [320,]  9.1610886 119.84190 26618.0596   6.1055733 343.2892     379.7252
##  [321,]         NA 144.81526 14507.0178   5.8190917 353.6073     290.8895
##  [322,]  4.6429531 307.70602 16115.9299   7.7073423       NA     439.9444
##  [323,]  7.7984537 188.39494 32704.5693  11.0788725 258.1912     507.1787
##  [324,]  5.5643425 256.20883 11245.7358   7.2122539 329.3384     369.5555
##  [325,]  7.8865912 213.05259 38852.0296  11.1707886 281.7008     326.1154
##  [326,]  7.4431890 193.12480 13551.9533   4.3132648       NA     430.4873
##  [327,]  3.6571231 275.76714 23736.8163   9.1007721       NA     426.2311
##  [328,]  9.5971919 167.08898 21153.3228   7.9444693 346.0750     335.1976
##  [329,]  6.9642259 212.76449 29957.1912   7.6751876 321.2509     378.0855
##  [330,]  7.6729095 152.87831 22989.3512   6.2319133 343.4390     401.1409
##  [331,]  6.7370041 220.10010 24694.7442   8.3736599       NA     384.3087
##  [332,]         NA 163.22447 18570.2853   8.1093459 296.1903     463.7417
##  [333,]  5.3824890 240.01821 18189.3950   5.5519905 397.7001     551.4762
##  [334,]  7.0229521 264.52561 15978.3552  10.9562055 262.0646     412.7094
##  [335,]         NA 250.70539 27355.9343   6.4820380 377.3580     559.8178
##  [336,] 10.0262238  94.09131 25510.0973   6.6141140 385.4027     388.4673
##  [337,]  5.5838330 261.23383 35278.6817   6.5946168       NA     278.6390
##  [338,]  7.9529291 221.36985 18621.4249   6.8794184       NA     309.2546
##  [339,]  5.5001866 254.67271 21082.8520   8.3693541 347.8165     469.7954
##  [340,]  7.5437005 161.62314 19116.0121   8.4934067 289.9600     440.2834
##  [341,]  6.8483316 159.18805 12837.5061   5.1644481 373.9917     558.8156
##  [342,]         NA 181.21051 30280.7886  10.3825466 256.6301     487.9973
##  [343,]  5.9102517 282.73902 15244.8464   6.6365506 363.3847     695.3695
##  [344,]  8.7168203 153.98003 11734.4489   7.1236113       NA     447.0281
##  [345,]  6.0168891 221.14731 16656.0627   5.2016878       NA     383.2078
##  [346,]  9.5678227 173.11150 38787.4627   5.1499999 444.9706     492.4115
##  [347,]  4.2962470 278.14752 19672.4872   4.9552182 414.6367     330.0674
##  [348,]  3.5515792 323.12400 38969.3890   8.9255153       NA     514.7629
##  [349,]  8.5296693 157.70048 18203.7300   8.9268263 309.5420     498.6508
##  [350,]  8.0653390 174.12058 21366.2836   7.4909440 315.1804     497.0192
##  [351,]  9.1584452 186.67297 15797.0304   8.1510807 333.8123     425.7520
##  [352,]  8.8485863 188.91998 32033.3320  13.1270000 182.3974     479.7920
##  [353,]  9.4954564 185.87859 18088.3548   7.5273753 388.7687     409.4510
##  [354,]  8.0528939 198.99447  9025.0794   7.2177880 338.3969     328.4331
##  [355,]  2.7985491 311.38396 26931.2435   7.1168974       NA     521.1405
##  [356,]  6.4258739 188.98028 11965.3965   7.5711226 365.4537     502.9911
##  [357,]  7.7572697 213.04845 25259.7805   7.6351530 363.6848     543.5288
##  [358,]  7.7486547 239.78828 29331.2366  10.7130966 217.0006     441.5295
##  [359,]  5.1173903 225.65740 30914.1116   6.2077295 371.6494     356.8623
##  [360,]  7.4815354 218.26117 12088.4165   4.8706604 407.2965     518.3756
##  [361,]  5.3742226 201.33144 19410.2338   3.2395803 384.5628     350.1780
##  [362,]  7.0636470 140.61287 17941.8113   6.2753046 376.0462     402.5936
##  [363,]  6.8764510 190.84451 21979.0317   5.6305576 363.8317     349.1861
##  [364,]  4.8124337 250.18395 11465.5756   4.3626412 398.1619     607.0265
##  [365,]  4.9935307 242.62050 13900.7793   6.4677441       NA     429.8278
##  [366,]  4.7888611 234.89370 28174.6205  10.8500365 187.4241     444.8543
##  [367,]  4.0372877 291.46190 52318.9173   7.7794593       NA     401.2043
##  [368,]  6.5058725 240.28791 29534.6903   6.7752772 341.7282     265.2512
##  [369,]  6.7797740 153.88631 24415.0706   7.3226717       NA     459.8765
##  [370,]  6.9525117 211.69730 33737.2885   6.3008707       NA     395.4070
##  [371,]  5.6284069 226.83004 28334.4919   8.0124970 293.9243     351.1612
##  [372,]  5.9660005 194.79622 17350.0585   4.4665772 404.6100     406.8063
##  [373,]  6.3194315 180.96562 36278.7183   9.9605521 275.5917     307.6914
##  [374,]  8.0272479 193.35242  7714.7470   6.0872377       NA     440.9390
##  [375,]  8.8826845 135.52306  4857.2538   5.2097789       NA     532.3367
##  [376,]  5.9912835 224.60856 29983.1160   7.3838187 329.7315     604.6313
##  [377,] 10.2724443 163.62462 18894.8524  10.0682054 269.6467     446.4507
##  [378,]         NA 131.54774 21626.4976   7.2078464       NA     390.9550
##  [379,]  6.1051401 249.14139 45249.4490   7.3693603 338.7713     314.9651
##  [380,]  9.4433589  73.49223 20438.2247   8.0249531 315.8057     458.6772
##  [381,]  6.8874144 223.60306 29189.1367  10.5144660 253.8306     386.6229
##  [382,]  6.5129008 169.21748 25151.4116   4.6133108 375.6123     296.0744
##  [383,]  5.7727181 213.36354 26124.9314   8.6307190 273.2794     465.5593
##  [384,]  4.9125573 308.25383 44063.0984   7.9279769 280.9337     327.4757
##  [385,]  9.7395619 166.94886 13623.1601   7.2359218 385.0591     369.5913
##  [386,]  5.5419790 185.67187 20143.0653  10.2361760 209.4711     517.9358
##  [387,]         NA 193.50341 42268.3343   9.0059428 258.3927     384.6849
##  [388,]         NA 143.30020 16263.1675   6.2297366       NA     503.6641
##  [389,]  6.4489310 240.24477 13979.1657   9.0779848 314.5905     473.7513
##  [390,]  5.4779123 211.39884 27361.6591   5.8104569 340.6238     358.0441
##  [391,]  8.5447087 181.41340 31429.3790   7.5550297 350.3971     393.8896
##  [392,]  7.3785970 175.98245  9460.3226   5.9410118       NA     402.0199
##  [393,]  6.6640031 199.58872 15902.9453   5.2577890 346.5846     347.3533
##  [394,]  6.7755828 218.41493 17968.8828   8.2541148       NA     358.7177
##  [395,]  8.7363712 194.67769 24283.6588   8.8555445 329.0042     333.6238
##  [396,]  7.1469763 196.56268 16911.2038   6.8905055 320.1009     520.1114
##  [397,]         NA 242.90944  9654.7337   6.2539804 359.6658     588.5667
##  [398,]  5.0403317 232.23448 25653.6902   5.9293076 328.3296     529.0525
##  [399,]         NA 281.58216 21707.4923   5.0372612 348.2397     347.9575
##  [400,]  7.7454991 168.35562 14336.6275   5.2643100       NA     421.4853
##  [401,]  6.2596516 208.37943 37356.7464   8.5654873 256.4738     380.2402
##  [402,]  8.5963912 189.52316 14518.9745   5.1241294 422.9904     348.0415
##  [403,]  5.7673496 272.47218 15417.9328   7.7288599 315.4049     424.4612
##  [404,]  7.0889406 206.36412 13839.7134   8.0882420 321.2961     369.9693
##  [405,]  8.0291816 158.04040 19663.4694   8.4334484 283.2705     431.3047
##  [406,]         NA 286.20176 46931.8843   7.4400239 262.5265     557.4219
##  [407,]  4.7257856 249.67100 20834.2943   5.0360101 378.9987     411.1145
##  [408,]  8.1957654 214.51761 10389.5425   6.2954050 327.1939     403.1899
##  [409,]  6.4437537 196.61599 25740.4126   2.4843800 435.6728     352.3536
##  [410,]  7.0390943 179.64522 28827.3602   4.9455552 389.8893     593.3962
##  [411,]         NA 185.75573 27345.1743   8.9327636       NA     313.8788
##  [412,]         NA 185.84680 14971.9490   6.6663429 346.4862     418.4536
##  [413,]  6.9452241 220.96004 36438.3109   5.5516604 337.9639     367.9980
##  [414,]  5.7421104 188.21660 26831.6104   6.2027212 318.3767     498.1424
##  [415,]  5.5966278 177.21379 17925.3521   8.4354701 303.7342     552.3087
##  [416,]  7.3503790 193.63337 26736.0856  10.4165889 309.4169     557.4957
##  [417,]  6.2627989 206.88975 31414.5258   4.5280762 349.7347     567.0273
##  [418,]  9.9270237 208.49074 19666.9928   8.0086183 340.2378     482.8424
##  [419,]  5.3814075 175.57431 15371.9999   7.4572453 312.3549     308.7298
##  [420,]  4.9613527 166.25996 22229.2301   9.9220779 295.1318     449.1472
##  [421,]  6.4570975 192.26494 18340.0468   8.8321376 335.9701     517.4322
##  [422,]  6.5393695 214.63860 21230.4314   6.4855943 336.9749     532.5728
##  [423,]  6.2524100 225.78410 23920.2548   7.0181650 303.7917     484.5858
##  [424,]  7.9673448 180.53171 19384.0374   9.8682379 325.4968     386.0553
##  [425,]         NA 212.73169 37030.7081   5.0403195 351.0645     535.3024
##  [426,]  7.6095212 223.28839 40879.7896   7.0306993 310.6324     370.2709
##  [427,]  6.8878639 173.32502 19947.9242   7.4887031 334.0980     441.0026
##  [428,]  9.8790713 208.90565 14673.6707   6.2402476 366.8176     442.3375
##  [429,]  7.6387618 178.27164 18308.5027   6.5480978 362.3329     394.1810
##  [430,]  6.9618917 223.59584 31101.6843   3.6920654 343.8273     530.2214
##  [431,]  8.0606096 208.04271 15489.3257   5.6202988 361.9704     423.4208
##  [432,]  7.2402718 213.42314 23432.9627   5.9278681 328.3592     325.3877
##  [433,]  7.4867797 199.67778 25396.0118   4.9605584 342.4535     444.6786
##  [434,]  8.4104606 234.87652 27554.3453   5.6817162 362.4896     519.0316
##  [435,]  6.1439215 175.27408 29072.1697  12.0625362 287.6982     469.9833
##  [436,]  6.0961799 174.87163 16314.2334   8.0630207       NA     435.7838
##  [437,]  6.3848240 243.68807 39960.2990   6.6976571 297.1855     437.7279
##  [438,]  9.4626660 225.39931 12224.6246   2.9813790 387.0987     485.6973
##  [439,]  7.8681471 199.03597 20434.1057   6.2109937 337.9161     549.4150
##  [440,]  5.8731571 153.67338 21910.7636   9.7528787 319.3567     352.4560
##  [441,]         NA 186.87301 26004.5289   8.4935288 320.6935     534.1303
##  [442,]  6.5293044 210.00403 28970.0876   4.2501509       NA     422.8176
##  [443,]  5.1522037 207.29926 27000.1069   6.6918060       NA     350.0050
##  [444,]  7.8586628 210.95475 26703.8535   6.5090654 341.3419     374.0728
##  [445,]  7.7044103 234.63595 22057.3792   8.1244032       NA     397.3997
##  [446,]  6.7280044 201.12690 22888.7881   7.6639880 319.4635     325.5375
##  [447,] 10.4645025 190.99485  6700.7751   6.8798577       NA     498.9319
##  [448,]  9.1127863 205.94107 20868.6280   6.9627900 330.9343     422.0395
##  [449,]  8.0798084 174.16109 12677.8415   7.2952116 333.5825     589.5522
##  [450,]  7.0786594 232.58185 26177.7895   3.9143532 334.1611     380.4599
##  [451,]         NA 139.33115  2912.2112  10.3382340 343.3180     532.8852
##  [452,]  8.0438893 169.68822  8896.1951   7.8378612 328.9398     430.8368
##  [453,]  7.0402450 192.95598 20988.4294   6.4223590 320.9488     381.3573
##  [454,]  5.4839741 166.16184 21144.9753   7.6076109 322.7331     306.3559
##  [455,]  8.5344069 248.57748 22372.3033   2.9937441 366.1462     341.7602
##  [456,]  7.2665945 176.85370 14859.0597   8.2617782 327.1723     445.0375
##  [457,]  6.2566511 181.07231 16905.8015  11.5861511       NA     481.3071
##  [458,]  7.2403510 201.99720 14462.6743   6.7371760 314.0431     534.8010
##  [459,]  8.6921153 144.23636  2552.9628   9.2026339 347.9751     517.4275
##  [460,]  8.6395410 168.61397  7013.2118   8.4516010 355.2139     419.7889
##  [461,]  7.1798641 180.85421 10859.5538   8.2635034 341.3025     358.0563
##  [462,]  7.1639992 203.78160 34226.0721   9.4120346 320.2589     415.5775
##  [463,]  8.9261131 189.98795 15249.6202   7.0762217 341.5269     361.9016
##  [464,]  6.3531103 206.26981 18409.0373   3.7237762 348.2099     389.6832
##  [465,]  6.6815536 238.51244 26132.2118   6.3044591 309.2370     326.0262
##  [466,]  5.4453260 201.37946 28001.1182   7.2089460 331.5875     365.0916
##  [467,]  7.5398819 185.82598 21575.2452   7.4429987 333.0796     444.1166
##  [468,]         NA 199.91801 15335.5114   8.0923771 303.3272     399.6054
##  [469,]  4.3704766 188.65404 29542.3382   8.1171141 301.0222     456.3085
##  [470,] 10.3164004 217.26684 10676.5085   3.4455146 397.7549     492.2065
##  [471,]  6.5995938 198.32326 21078.8872   6.2342315 331.4956     447.9878
##  [472,]  4.1975836 189.47368 31292.1277   7.1052043       NA     370.7714
##  [473,]  7.9207946 173.35715 13454.6348   6.9478951 356.7681     471.3687
##  [474,]  6.3307328 166.73801 18397.1994   8.0764265       NA     436.9918
##  [475,]         NA 181.29613 23433.9018   7.7295884       NA     329.7409
##  [476,]  7.7641426 186.13243 25926.0756   8.0112066       NA     399.1317
##  [477,]  8.2371426 190.05969 20015.3981   8.3852167 356.0918     377.6821
##  [478,]  5.6792341 188.18870 35643.1812   8.8826537 322.1694     256.3026
##  [479,]  7.4175704 193.77188 23207.0928   7.4721153       NA     496.1052
##  [480,]  4.7759834 196.27396 19185.7919   4.9429299 329.1439     459.0836
##  [481,]  7.8650950 210.03929 14310.6233   6.6128996       NA     403.3606
##  [482,]  5.9034657 201.86403 25394.1047   7.6921542 313.6481     434.7197
##  [483,]  7.7057110 178.92286 18476.6192   8.2262281 334.8899     518.0434
##  [484,]  7.8151218 190.31390 20229.1082   9.1868931 335.6387     379.2229
##  [485,]  6.1397430 168.44421 23894.1360   9.4945817 318.0261     494.1291
##  [486,]  5.0414050 193.16785 17342.3141   7.8429748 322.1070     444.4535
##  [487,]  8.6751927 200.73594 15049.5842   8.6303806 356.8055     441.2981
##  [488,]  7.6893580 221.35689 30253.8511   6.2693090 320.4781     529.7465
##  [489,]  8.5701291 200.07187  9782.3443   5.6616970       NA     511.1615
##  [490,]  5.6717623 184.78184 17527.7167   5.3147593 339.0565     409.4794
##  [491,]  6.6248064 204.34293 21443.2647   5.9804018 312.3152     412.9968
##  [492,]  6.5410077 195.56689 29616.4929   7.1086281 328.9985     530.7997
##  [493,]         NA 169.18874 18408.2950   5.1318393 342.9377     350.8944
##  [494,]  9.2411976 223.69135 21610.5813   4.1161831       NA     480.0131
##  [495,]         NA 162.62629 21318.9617   7.5752788 289.2084     457.8116
##  [496,]  6.3408090 158.34274 15288.2138   7.5997517 342.4477     334.9373
##  [497,]  5.9803572 181.25870 11826.2943   3.6885044 356.1666     543.3480
##  [498,]  7.6059788 172.19814 10930.0557   8.4326386       NA     400.7062
##  [499,]  6.4275124 178.32656 25993.7114   7.2945541 329.6952     566.7547
##  [500,]         NA 196.24886 17909.3658   3.6722705       NA     417.2873
##  [501,]  6.1090733 191.75557 26853.9495   9.0646128 312.2020     375.5474
##  [502,]  5.8429331 168.29529 19156.1231   6.8783479 331.4776     506.7568
##  [503,]  5.3675465 175.43282 29009.0108   6.4814437       NA     463.4784
##  [504,]  5.3458871 184.78457 22274.3684   9.7271033 319.0305     492.1355
##  [505,]  5.3863074 212.59299 40149.3166   8.1242319 318.7917     355.5464
##  [506,]  9.9194784 207.06559 16544.2756   7.0393109 363.0369     278.7532
##  [507,]         NA 218.30218 42061.3228   6.3311775 324.5416     503.1392
##  [508,]  7.1214584 204.16414 20574.3643   7.0891462       NA     353.9276
##  [509,]  9.4182961 173.64022  8777.6868   8.4561779 358.2921     596.8258
##  [510,]  7.4571648 263.03670 31085.0834   1.6839926       NA     584.6044
##  [511,]  5.2722276 206.31318 42210.8852   8.8497167       NA     410.6485
##  [512,]  7.2919570 202.32904 21891.6772   7.6287469 339.8290     379.2701
##  [513,]  7.8038332 223.68811 37376.7930   6.6649694       NA     343.7640
##  [514,]  6.8443509 197.46047 23608.8622   8.3964046       NA     526.4259
##  [515,]  5.6087452 152.95406 19835.9808   9.3459815 323.3933     596.0764
##  [516,]  5.7011546 233.51504 41411.6017   5.8954640 310.1605     509.7679
##  [517,]  5.4127625 226.58649 45510.5843   7.0701852 307.6215     420.1248
##  [518,]         NA 208.17746 17264.8409   3.2961573 387.0708     631.3042
##  [519,]  5.0181324 169.39724 29072.0381  10.7114754 297.0133     467.2181
##  [520,]  4.5522384 197.07693 25969.2151   8.8654220       NA     461.8363
##  [521,]         NA 203.50592 21417.5936   6.0726376 319.5227     348.5273
##  [522,]  7.0253059 202.80908 23502.8578   5.2390132 335.5487     471.1317
##  [523,]  5.7706210 194.50014 16173.7271   6.3417973 318.7889     387.1305
##  [524,]  8.4378760 183.10662 12856.9287   7.4000195 361.7797     587.0226
##  [525,]  5.9070783 213.47108 41839.4564   7.9247621 312.3299     357.2590
##  [526,]  6.8983413 187.41531 19024.4855   6.9150702       NA     428.7870
##  [527,] 10.2527344 217.73667  9651.8748   4.3383534 369.2977     528.1216
##  [528,]  8.2064999 182.90536 18949.9755   6.6629489 347.1326     332.8553
##  [529,]  7.2861674 208.44409 30879.0267   6.8569671 336.0488     352.6021
##  [530,]  8.8092964 226.10590 18140.5943   4.9303807 320.7994     350.1167
##  [531,]  6.6415007 198.88441 27867.4868   7.3277293 318.4084     573.7238
##  [532,]  6.1451484 197.54107 39657.2721   9.9001594 288.1579     319.4340
##  [533,]  5.9064418 177.89137 27296.2940   8.8692680 312.0158     385.8128
##  [534,]  5.3898459 163.34435 19646.2334   9.0927212 314.2376     491.7504
##  [535,]  5.0065630 160.49645 27218.8220  11.5431905 289.9758     303.2563
##  [536,]  6.5036382 163.25663 15000.1878   7.6418337 334.1031     517.4284
##  [537,]  9.6068589 200.84214 18907.6428   7.5150874       NA     370.9038
##  [538,]  8.7422299 179.40980  9694.3549   6.5771280 368.5043     323.7440
##  [539,]  8.3943974 187.64341 10603.0980   7.8402605 352.8356     376.2411
##  [540,]         NA 204.92383 12556.7540   5.7890076 359.9518     610.7676
##  [541,]  3.8412050 186.91777 19988.6493   7.1749523       NA     483.3342
##  [542,]  4.3013735 148.73770 26640.0722   9.2426528 316.7644     365.8354
##  [543,]  9.8958892 210.65404 13189.5194   4.9451279       NA     481.1368
##  [544,]  4.3194407 186.05618 30565.5784   9.8111684 276.8339     282.6874
##  [545,]  8.3137736 196.54770 11310.9583   5.3108152 364.4051     607.9158
##  [546,]         NA 179.14929  4784.9679   5.7021867 378.3982     517.4961
##  [547,]  3.4103597 207.39747 49074.7304   5.6674335 301.9750     351.5204
##  [548,]  7.5109433 182.19285 17100.8874   5.9487846 357.2657     499.0951
##  [549,]  6.9782909 191.85848 26189.6471   7.2794332 317.1842     564.6476
##  [550,]         NA 164.37843 15908.5619  11.2086883       NA     360.8143
##  [551,]  7.4607272 237.57961 25222.9560   7.2774428 316.5623     377.6822
##  [552,]         NA 190.04666 18327.4384   7.8987649 354.4192     445.9285
##  [553,]  7.2201656 204.76839 15658.0863   3.8427319       NA     407.3750
##  [554,]  8.7908512 187.43981  7850.6419   6.3599422       NA     384.9208
##  [555,]         NA 198.23441 26486.1814   6.4729584       NA     472.6937
##  [556,]         NA 219.01333 29433.4238   9.3840556 302.7673     426.4307
##  [557,]  9.0491661 169.50925  4343.3566   5.7808226 386.7005     471.9254
##  [558,]  9.5151406 199.08132  9082.8162   5.9765495 367.2308     501.4468
##  [559,]  6.1452429 213.17559 20417.2644   6.2437431       NA     435.3765
##  [560,]  7.4942120 210.34728 29252.5011   5.9227043 339.8466     445.0612
##  [561,]  7.0918858 221.19148 29091.2071   5.1349604       NA     515.0600
##  [562,]  6.6245725 172.05547 14877.2897   7.0799340 338.4413     405.8181
##  [563,]  6.0321889 200.42076 32882.1559   6.5165189 352.0186     349.9822
##  [564,]  6.3440954 164.81721 14973.2974  10.7070156 316.1445     337.2194
##  [565,]         NA 209.76602 27382.7693   7.4323122 323.9556     301.2029
##  [566,]  7.4591449 217.70013 19436.5035   4.6391159 352.4244     494.0943
##  [567,]  6.3616668 175.04400 25833.8517   8.2437812 333.9471     302.1907
##  [568,]  9.0115888 228.91952 25208.1518   6.7670104       NA     380.1452
##  [569,]  7.4662131 223.18418 18261.6949   5.2065968       NA     456.2622
##  [570,]  5.7398163 189.82779 15825.4403   8.1101403 313.0573     425.0168
##  [571,]  7.7851067 174.88936 13404.2543   7.5178057       NA     491.4317
##  [572,]  7.1385868 180.90378  9727.6532   5.7064286       NA     399.9548
##  [573,]  8.8051777 157.23198  4728.6507   8.8482622 356.7736     299.2798
##  [574,]  8.0030315 186.46308 15007.2727   7.6973237 355.7260     561.6132
##  [575,]  7.1573379 214.01010 23718.5520   3.9243669 343.7644     506.8997
##  [576,]  6.4273651 202.94498 20920.2516   5.5276207 338.5824     332.6128
##  [577,]  6.1246723 179.57975 27951.6131   8.0756269 303.6469     467.1718
##  [578,]  8.4579010 228.73215 16061.5901   4.1424854 356.3048     370.7121
##  [579,]  5.7721974 200.14497 27840.6942   7.1322398 318.6435     414.0150
##  [580,]         NA 220.97605 11562.4355   6.0333923 359.1869     406.4664
##  [581,]  6.7607905 192.14262 19089.9486   4.3645214 345.0189     457.5548
##  [582,]  7.8950457 174.69269 10465.2616   7.6683154 350.5354     472.0429
##  [583,]  8.5767399 221.15026 24897.2866   6.2226264 341.8092     389.2928
##  [584,]  5.5967298 229.29510 44652.3639   6.5009531 323.9990     424.2570
##  [585,]  8.1456324 218.44080 31350.2758   5.5076497 334.6449     376.6699
##  [586,]  6.6654951 222.48777 25319.9139   4.9709586 339.0597     318.5643
##  [587,]  6.4990680 173.76887 23734.8462   9.0090557 330.1647     593.5618
##  [588,]  9.7358894 209.76151 10897.1503   6.1065669 358.1931     449.3678
##  [589,]  9.2682819 204.36049 14333.5380   9.0701263 328.2979     431.4754
##  [590,]         NA 180.89304 17705.6086   6.2233122 350.1953     447.9371
##  [591,] 10.0596421 175.87583  5232.9133   9.6741748       NA     477.9838
##  [592,]  6.4758854 177.29495 16532.8288  10.0965880 305.2489     466.6494
##  [593,]  6.0961283 200.64622 16932.5771   6.5422064       NA     404.4601
##  [594,]  6.2978456 214.21457 21022.8350   7.2587219 331.8220     434.0487
##  [595,]  5.2840967 185.70549 26532.7373   6.1325457 328.1396     543.1817
##  [596,]  8.2699447 192.00378 11889.2177   8.3772334 345.9874     405.3406
##  [597,]  6.0395678 246.69285 39489.0097   3.1949688       NA     357.9863
##  [598,]  6.2432790 171.10389 19605.0296   8.2682291       NA     512.8947
##  [599,]  8.2140998 192.17713 12819.8754   7.5360232 343.4773     418.6788
##  [600,]         NA 205.63879 39742.9703   4.6605285 323.9565     509.5464
##  [601,]         NA 233.02013 27071.1186   6.2209365 298.1126     357.1196
##  [602,]         NA 220.55252 28135.0768   7.9780981 307.6525     421.4643
##  [603,]  9.8360305 230.47192 16103.3605   5.5993141       NA     300.0625
##  [604,]  8.7197643 219.77890 30681.1203   7.2687651 340.9185     481.8534
##  [605,]  7.0096017 220.56200 18628.6968   6.7816804       NA     397.9961
##  [606,]  6.4926388 172.86396 14625.5614   7.7365695 349.4041     652.5376
##  [607,]  7.8145243 180.34731 17516.6994   7.4890064 352.2770     370.0114
##  [608,]  9.6525629 205.20606  8508.1537   4.9454166 386.5412     392.7675
##  [609,]  8.0075412 151.73632  8864.6865  11.2515073       NA     447.4844
##  [610,]         NA 170.55009 17561.2728   8.3202096 349.2920     374.4638
##  [611,]         NA 204.73500 33798.1090   6.5781606       NA     426.0805
##  [612,]  7.3868377 189.59581 29122.6970   8.4207633 321.5678     458.0442
##  [613,]  5.4975803 204.68287 29493.4230   7.6041303 323.6088     476.8445
##  [614,]  6.0578281 230.71769 44868.4584   6.4433916       NA     397.2368
##  [615,]         NA 222.82121 23879.2268   5.0823566       NA     382.7580
##  [616,]  6.2689533 185.70665 24769.5114   6.7176660 318.2279     534.5408
##  [617,]         NA 190.92926 20661.4111  10.1754838 299.3456     471.0626
##  [618,]  6.2849848 196.77506 29213.6204   8.5287926 334.4778     574.5407
##  [619,]  9.0430956 181.56666  8273.5920   6.7010419       NA     372.5512
##  [620,]  8.5230621 201.60849 24207.2980   7.2207162       NA     436.6260
##  [621,]         NA 183.46485 19998.8590   7.1518887 337.5395     294.8468
##  [622,]         NA 193.40027 30630.7599   6.8735681 342.1932     430.3956
##  [623,]  4.0290527 203.38686 42327.1680   8.5504831 279.6753     503.7324
##  [624,]  6.4127070 204.35810 32333.8415   5.2040845 345.7175     389.2153
##  [625,]  6.2762950 184.95206 28653.4723   6.5194349 335.2578     470.4297
##  [626,]  7.6488779 188.50698 22510.9751   8.6172081       NA     393.2935
##  [627,]  5.5481818 204.25990 39997.7837   7.0272262 319.2029     431.9724
##  [628,]         NA 216.67562 17870.3152   6.6133867 338.4159     438.1321
##  [629,]  7.4686170 240.34531 36701.9743   4.5364130 339.2214     453.2114
##  [630,]         NA 179.14945 21051.3654   8.8878462 296.9491     418.2698
##  [631,]  7.9181505 214.18661 23823.4929   7.2908777 341.1733     411.4245
##  [632,]         NA 191.76426 10830.8012   6.3628894       NA     492.2003
##  [633,]         NA 181.37465 14579.8221   5.4350582       NA     308.7925
##  [634,]  5.4332421 201.78125 31157.1102   7.2863923 304.4253     451.5572
##  [635,]  8.3395116 202.20162 21295.7499   5.6181161       NA     428.9503
##  [636,]  6.7157191 195.19060 19966.7447   7.7446958 354.2089     411.7955
##  [637,]  6.0980121 211.45401 39352.7758   6.2121913       NA     488.1413
##  [638,]  6.5768453 156.22177 12772.0958   9.7598977 341.7494     418.9725
##  [639,]  4.6810988 220.47613 38748.4113   4.6525138 306.4512     442.5305
##  [640,]  8.1512153 219.56005 13699.6807   3.8044283       NA     460.5287
##  [641,]         NA 226.54835 13584.4903   4.1906962 374.1576     335.3782
##  [642,]         NA 220.83603 27319.5690   4.5071016 329.9972     463.9652
##  [643,]  5.6696896 194.13007 20081.5380   6.7781036       NA     403.9899
##  [644,]  6.6249436 185.41093 16360.5663   9.4728450 320.8465     458.9240
##  [645,]  8.2736436 188.16075 11120.7010   7.4108909 346.3198     344.1550
##  [646,]         NA 241.89551 25717.9362   4.2399971 369.5411     474.9375
##  [647,]         NA 221.62006 11954.7007   6.6570531       NA     391.2387
##  [648,] 10.5096686 213.87687 16786.9254   6.6242202       NA     411.2170
##  [649,]  5.1714341 207.28053 44612.7514   7.2879252 300.2543     552.9076
##  [650,]  6.9641983 193.75328 27408.4993  10.1846046 307.6945     302.9404
##  [651,]  6.5487965 205.16816 13584.9002   3.7776480       NA     327.9673
##  [652,]  6.5554393 195.15798 15405.4965   2.7508373       NA     436.2781
##  [653,]  9.0425829 221.32018 14149.4998   5.3258527 366.6684     377.8580
##  [654,]  5.9705789 202.74552 19952.3095   7.8720378 311.1882     412.0389
##  [655,]  6.2738058 191.85040 15130.1544   5.1127505 349.9495     538.2037
##  [656,]  6.6040080 212.97847 23564.5797   6.6082051 325.3539     430.3328
##  [657,]  7.1439420 153.23636 11553.0393   8.4446872 329.4045     278.4833
##  [658,]  8.1164466 208.68915 23985.8644   7.5138702 346.4238     436.2906
##  [659,]  7.6651878 209.99725 22993.7294   5.5439013 343.4942     417.7390
##  [660,]  5.5553530 154.30068 20503.4301   9.6449965 313.4703     355.2070
##  [661,]  7.5439313 192.23454 24227.9611   7.2413435 336.1510     369.4277
##  [662,]         NA 218.57355 11724.6233   7.5654068 296.4305     452.7277
##  [663,]  7.3401709 210.11881 12810.4232   8.8672938 309.6616     412.7066
##  [664,] 10.0151891 210.12672  9064.0358   7.1984324 363.5618     324.6479
##  [665,]         NA 188.74356 19037.4626   6.0342361       NA     388.0659
##  [666,]  7.8464633 233.97658  6670.6594   6.8445262       NA     545.3107
##  [667,]         NA 155.67578 52060.2268   2.5775553 365.0810     323.0010
##  [668,]  6.3341628 197.48233 23460.8214   6.1214635 303.5503     399.5638
##  [669,]  9.6160957 221.75982 12538.9740   9.0895311       NA     441.8810
##  [670,]         NA 186.59525 29496.9102   8.1177478 378.4305     616.1752
##  [671,]  8.8929985 224.07818 22960.1806   8.9820364 274.6895     466.2455
##  [672,]         NA 195.83657 14563.6826   9.3159769       NA     289.6606
##  [673,]  8.1414299 211.79427 15494.3598   9.4504140       NA     363.1294
##  [674,]  8.1657149 203.41933 16925.0123   5.5743417 337.2523     527.9125
##  [675,]  4.9319584 164.66677 31155.5402   7.4114835 383.7826     506.5314
##  [676,]  8.9778219 198.99629 20225.6429   7.5695181 352.6858     492.0978
##  [677,]  7.3726118 220.38716 17606.8857   9.4263394 274.2068     551.1452
##  [678,]  9.1073304 202.51471 24678.3293   5.5759064 334.7173     467.1108
##  [679,]  4.1682485 164.35129 23863.7169   8.5938192       NA     547.4668
##  [680,]  7.8069090 216.47317 21299.3187   6.2175971       NA     524.0797
##  [681,]  6.7046354 230.76694  9727.7617   5.9436946 223.2358     405.7616
##  [682,]  3.6231658 156.89892 26738.5254   5.0231426 388.7523     388.7526
##  [683,]  7.9668568 186.35336 21440.7388   7.8324737 393.7670     461.3562
##  [684,]  4.5956078 204.85966 13891.0385   6.3713445       NA     631.8221
##  [685,]         NA 204.66905 12874.4446   5.0711645 324.7013     402.6193
##  [686,]  3.9944976 179.45419 18682.2771   6.4647927 331.1456     538.1750
##  [687,]  8.9079871 202.46121 33653.7620   5.4318787 330.8271     426.1866
##  [688,]  5.8987263 198.31002 21148.2419   9.1249003 326.2543     312.3886
##  [689,]  9.5146266 215.72553 16553.5624   7.5478595 321.7762     453.9185
##  [690,]  8.8424637 229.96442  7839.3188  10.5088099 278.4283     370.0852
##  [691,]  7.7210785 208.43859 17248.6187   7.6853697 286.4035     269.0136
##  [692,]  9.0894211 208.91472 32238.0778   6.8950136 321.0805     449.2600
##  [693,]  1.7570371 147.58183 41538.2427   7.7281770 376.0129     428.4448
##  [694,]  7.7251921 213.95133 20461.7590   5.3403186       NA     338.2143
##  [695,]  6.7291915 178.49363 31991.9587   5.6329404       NA     341.7748
##  [696,]  5.0854294 173.56597 33455.2410   6.0332472 351.2713     507.4762
##  [697,]  9.5452705 212.04639 25189.8306   6.2038688 316.5673     498.2670
##  [698,]         NA 182.53398 20049.2421   8.4804680 330.1279     328.7010
##  [699,]  6.2462641 163.21804 26408.8818   6.0296705 429.0223     509.9569
##  [700,]  7.3764491 168.75001 37191.1141   4.1849430       NA     439.3129
##  [701,]  7.8024261 232.67028 14382.9022   7.6269229       NA     413.2922
##  [702,]  8.5967672 202.34319 15173.4711   7.2486250 373.6533     315.4791
##  [703,]  6.4364445 192.99566 19579.3895   7.6408743 314.9227     379.6754
##  [704,]  7.3334777 233.72136 16066.5521   8.1819881 224.2125     401.7393
##  [705,]  6.1447590 210.97975 19981.3152   9.2036141 271.0971     332.5981
##  [706,]  4.7259977 175.99149 34265.8306   5.9233958 324.8707     441.9452
##  [707,]  5.3933459 172.55026 28099.0387   5.7896687 372.6219     505.5423
##  [708,]  5.6248200 215.82287  9028.7603   9.2560978 274.2923     340.6484
##  [709,]  5.7688680 184.39500 31155.9888   8.3928335 356.5527     380.0968
##  [710,]         NA 195.87463 17749.2987   7.5567503       NA     512.4545
##  [711,]  5.2513538 167.92434 34768.9334   4.0230813 377.1435     315.5361
##  [712,]  7.6887859 209.18563 29568.5359   9.8173356 294.3477     355.6986
##  [713,]  3.6810763 144.26527 26726.7711   6.0952829       NA     564.1838
##  [714,]  4.8976917 169.23577 14676.7163   8.3186073       NA     437.5387
##  [715,]  5.8427546 202.04478 13969.2616   6.6439180 290.7960     475.1430
##  [716,]         NA 193.41014 14472.3915   5.6406723 322.6745     431.4573
##  [717,]  5.0383168 170.36046 25866.1039   7.4037500       NA     350.3910
##  [718,]  9.9612477 220.03819 11939.7699   8.4287536 337.4836     398.6809
##  [719,]  7.4175026 198.70565 24389.3629   4.7906814 289.3314     366.3707
##  [720,]         NA 160.32597 37795.7633   9.1522247 390.2766     441.9861
##  [721,]  5.0999320 189.66594 21807.4001   4.3681520       NA     334.5123
##  [722,]  3.6331628 179.35058 28584.1758   5.2463817 292.4405     500.8660
##  [723,]  8.8604509 193.74311 24085.1121   6.1831095       NA     526.7049
##  [724,] 10.1379323 242.00572 15088.8277   8.6777894       NA     596.3463
##  [725,]  9.9008148 199.08375 16233.1347   8.1466432 380.1130     345.0199
##  [726,] 10.2684305 218.21668 13753.9934   7.5126081 334.1781     341.6022
##  [727,]  0.2274991 152.53011 39028.5993   3.4624920 283.6938     443.0292
##  [728,]  6.0172609 206.01440 15157.2688   7.5821239 307.7045     431.7820
##  [729,]  7.1108451 213.88634 25043.5328   6.0484370 245.9543     505.7355
##  [730,]  6.3502905 190.38374 14905.3939   5.5378302       NA     446.8406
##  [731,]  8.1293417 211.12331 22982.9274   6.7790055 326.3980     367.9888
##  [732,] 10.2528162 218.27970 18158.8421   8.6573419 349.5296     336.1988
##  [733,]  5.4623559 187.70953 11642.1490   8.4396411       NA     534.6639
##  [734,]  9.2394404 212.56908 14829.6242   7.1729204 324.1289     575.4220
##  [735,]  7.0713142 213.61963 20038.7964   7.6022519 290.0572     605.3050
##  [736,]  7.1158953 193.70674 18463.8837   4.9243890 319.0570     369.5340
##  [737,]  8.2389966 199.59454 25046.7986   9.2880199 350.8360     328.3634
##  [738,]  6.4462520 204.25356 11104.2505   7.6486129       NA     418.0412
##  [739,]  6.1617795 202.75697 12229.6476  11.5235975 324.0480     344.3657
##  [740,]  6.7721565 196.90010 13790.2962   9.5750529       NA     347.5884
##  [741,]  7.0618455 211.09169 11300.2381   8.8663593 299.9381     353.5104
##  [742,]  4.6382503 182.41962 34261.9859   6.1977159 307.4585     439.1177
##  [743,]  7.6789669 205.47992  7472.5065   7.1818685       NA     395.2358
##  [744,]  8.1377131 178.71663 33786.7163   9.1018851       NA     481.0735
##  [745,]  7.4813978 186.07477 13781.7803   4.6492539 377.3444     323.7728
##  [746,]  8.0821481 185.93242 28407.6610   7.6054208 381.7619     402.6580
##  [747,]         NA 210.62736 27983.1794   5.9472129       NA     436.8441
##  [748,]  7.7021831 192.13753 18126.0310   9.1545805 364.1912     646.7326
##  [749,]  6.7507612 207.25451 23642.9926   7.6910124 293.7830     446.6969
##  [750,]         NA 219.70605 22387.3158   7.3085006 316.9730     327.2895
##  [751,]  6.3239421 185.99241 23234.7889   5.8929627 347.2368     401.3049
##  [752,]  5.4038837 199.01667 11571.4215   6.2854338       NA     377.4307
##  [753,]  5.6998735 159.43560 31977.3701   5.2499744       NA     501.7432
##  [754,]  7.6942646 184.83630 22673.0345   5.7010633       NA     439.6330
##  [755,]  8.5814287 186.60162 20590.7121   3.9241829 366.1319     384.3057
##  [756,]  9.8889414 220.63882 19892.3889   7.9864564 326.0766     460.8124
##  [757,]  3.4264504 154.71172 21839.6960   4.9657223       NA     437.3772
##  [758,]  8.3704405 231.44255 15063.8150  12.2793742       NA     422.2938
##  [759,]         NA 204.85219 13286.1566   9.0938434 332.8455     365.6875
##  [760,]  8.3905006 215.29552 27032.1423   6.5539577 282.8595     443.4456
##  [761,]  7.5819447 193.28646 21675.6829   9.8214985 381.9307     414.8110
##  [762,]  9.8500547 208.74023 35289.2371   8.3501101 337.2097     462.4802
##  [763,]  5.2256838 185.05044 16276.3986   6.6170976       NA     394.6349
##  [764,]  9.6636532 233.48727 13213.5783  10.1499369 293.0747     326.7778
##  [765,]         NA 158.76296 26210.1160   4.0887629       NA     354.8471
##  [766,]  7.9356073 207.01685 19657.8433   8.6045048 312.3436     358.8490
##  [767,]  8.9281421 197.64853 27884.4343   8.9685760       NA     317.5327
##  [768,]  6.9203429 207.82136 16689.7996  10.0311464 286.4139     481.9559
##  [769,] 10.5380984 200.13983 13867.2442   7.3650151 409.4467     340.8088
##  [770,]  5.7293029 162.85759 34573.6788   5.6548564 415.2871     297.6314
##  [771,]  5.3356888 178.64012 37993.1828   9.7725218 343.2584     465.0728
##  [772,]         NA 177.17402 38977.3308   5.4771613 402.4994     484.1730
##  [773,]  6.7698349 177.17326 34596.0019   2.8660730 369.5330     389.5163
##  [774,]  6.8483296 195.45148 15908.6421   6.2413486 319.2647     404.2049
##  [775,]         NA 231.15982 12856.7286   6.9770186 344.4477     392.5169
##  [776,]         NA 205.08879 27064.4184   7.3983786 304.9265     409.5018
##  [777,]         NA 155.86438 28224.7742   8.3667228 392.5826     421.3437
##  [778,]  8.5892023 233.72797  7263.0567   6.9533078 268.9714     258.8802
##  [779,]  8.4736493 182.99720 36412.4883   6.1446657       NA     414.3081
##  [780,]  7.5913461 199.25532 25383.7652   7.9246163 318.6105     416.4456
##  [781,]  8.1377679 203.86187 24172.7033   6.8440176 305.8326     470.8363
##  [782,]  5.3525660 150.49521 27795.7320   5.4640576 445.9384     422.4225
##  [783,]  7.9980903 241.00028  9609.7406   9.8423461 229.5756     428.8824
##  [784,] 11.8980780 228.13267  8296.5506   9.8996367 346.6498     500.1692
##  [785,]  7.4425365 180.85909 18223.0271   8.5772496 405.3200     564.7935
##  [786,]  5.1408005 209.35856 21407.6143   4.4159759 230.5559     378.8972
##  [787,]         NA 242.41343  9783.3687   6.4001520 211.8516     351.9974
##  [788,]  6.9479155 219.59438 10337.5417  10.4147810       NA     453.1519
##  [789,]  9.6221060 182.90973 30307.2177   5.6570042 422.4457     573.3305
##  [790,]  5.3612117 171.31554 24709.7289   4.1848907 366.8150     490.6587
##  [791,]  4.9095190 186.19070 13652.6020   9.3182476       NA     460.5667
##  [792,]  6.3764084 182.12104 33046.7276   5.3515332 362.3521     350.2363
##  [793,]  3.9401255 163.17165 25911.3217   4.1385400 371.9672     487.9852
##  [794,]  6.9168260 210.86044 29263.5541   6.0116110 252.2313     392.3636
##  [795,]  9.1465576 226.09342  6787.4847   9.2417629 319.0258     459.5690
##  [796,] 10.2684147 225.07422 14694.4206   6.7228429 300.7638     353.6309
##  [797,]  8.7876679 232.46264  7035.1338   9.3064490       NA     415.6249
##  [798,]  7.3687685 213.19702 18452.0230   8.2924448 294.3449     496.2709
##  [799,]  9.3527198 207.46516 23558.5547   6.5049160 346.5165     420.5946
##  [800,]  9.3931484 215.05136 20592.2589  10.0895371 331.3387     447.0745
##  [801,]  7.2965729 197.64695 22535.0852   9.2881996 323.4491     353.0629
##  [802,]  8.9008647 211.30681  9592.1513   8.8632724 348.4378     333.7753
##  [803,]  8.1072443 228.17186 18364.8314   6.1859478 246.9426     369.9032
##  [804,]  7.8043689 216.67387 14160.6868   6.0601436 281.3560     468.2125
##  [805,]  4.6661481 171.28870 35680.0679   4.8943736 314.6139     501.9029
##  [806,] 10.9050764 207.00484 16099.1519   8.1864789 369.6839     575.3090
##  [807,]  4.7395488 162.24689 27215.9027   2.8625354 372.8151     437.2176
##  [808,]  9.8692319 223.77266 29549.6588   7.7169229 281.1185     356.1819
##  [809,]         NA 182.58223 19575.4754  10.0483832 424.6890     383.4910
##  [810,]  5.8275412 191.00493 25863.3432   4.8238315 316.0255     370.3573
##  [811,]  0.9899122 133.21694 16922.8539   9.2932886 444.3757     322.2912
##  [812,]         NA 235.24059 10443.7965   7.6055188       NA     319.8429
##  [813,]  9.4858329 218.73824 15357.8334   8.5344584 315.8314     429.6222
##  [814,]  6.4357227 214.72467  9363.8540   9.9976236 273.4631     508.3452
##  [815,]  6.3654972 205.05654  7040.7376  11.3028312 325.3285     371.5796
##  [816,]         NA 202.47516 23828.2077   5.5316846 409.2862     414.6177
##  [817,]  5.4522149 199.22847 14446.8124   7.6891905 298.3184     469.1320
##  [818,]         NA 215.96658 21852.4379   7.4575149 283.7558     364.7011
##  [819,]  5.4334662 177.82830 31421.7316   4.5841339 347.0974     490.2847
##  [820,]  7.3747754 217.69864 12285.8915  10.0382450       NA     358.9833
##  [821,]         NA 175.70855 25954.0318   6.2293218 346.2251     379.2906
##  [822,]  5.2269419 177.31960 28398.5542   6.2945174 336.2929     328.3874
##  [823,]  4.5942092 185.63286 27981.0912   6.7616832 354.7852     380.7233
##  [824,]  6.7841330 212.44234 12827.6210   7.4036419       NA     328.0336
##  [825,]  6.4002562 172.29900 15936.2474   4.9359978 340.3929     435.4056
##  [826,]  6.8394159 166.86697 28508.6378   7.2388286       NA     460.7660
##  [827,]  6.9018634 164.72349 20442.6150   5.1639314 341.5371     468.4163
##  [828,]         NA 191.55482 22462.1133   8.1862584       NA     349.9545
##  [829,]  7.8888436 228.48839 15824.7887   8.3889442 314.8433     423.6627
##  [830,]  5.5276335 218.51892 22095.6372   6.4362882       NA     412.8676
##  [831,]  6.4924031 234.91451 18607.2132   8.6206973 302.1313     442.1042
##  [832,]  6.6846997 193.84093 34157.1845   9.8765741 344.5354     498.0640
##  [833,]         NA 196.33467 24108.1276   7.8431436 352.6239     428.7706
##  [834,]  6.2236778 238.08421 22423.4952   9.3367738       NA     474.6653
##  [835,]  4.7586483 203.53783 23603.0654   7.6671285 324.0843     288.9125
##  [836,]  7.4408250 183.36271 17259.8523   4.6102447 335.6264     452.9953
##  [837,]  8.0548857 200.94348 12642.0659   7.3098216 334.4421     446.7484
##  [838,]  7.0618310 215.94632 24991.7660   9.1383908 321.4734     431.4247
##  [839,]         NA 214.73783 12666.0053   7.0926913 302.4918     319.4231
##  [840,]  7.6116098 222.25227 25063.6830   8.5611238 287.9481     505.2655
##  [841,]  4.6914383 200.88941 32182.2623   8.5716496 364.7468     516.8516
##  [842,]  8.0641701 209.83933  8712.0026   8.5915101 355.4437     338.8482
##  [843,]  4.2929669 212.80865 30434.2691   8.6303130 333.4825     382.9224
##  [844,]  7.8657570 184.91292 16147.0020   7.3213434       NA     505.9129
##  [845,]  9.0856371 238.22197  9001.6588   9.8202309 325.1048     381.3466
##  [846,]  6.5924425 242.48047  9381.2399   7.3031837 312.8144     440.6011
##  [847,]  7.0328187 168.82240 29370.2642   5.3905934       NA     521.7809
##  [848,]  8.9903172 195.80903 23728.2940   7.5083053 348.7146     551.5404
##  [849,]  8.5612189 205.36683 16686.3128   8.1592991       NA     347.8410
##  [850,]  6.7391577 156.48276 30950.6811   6.5430898 363.1796     425.2888
##  [851,]         NA 209.42684 20827.9838   6.5913711 313.8747     567.6042
##  [852,]  6.4926272 213.06538 34314.0871   9.0411461 335.2919     313.2547
##  [853,]  6.7531284 191.98299 18222.9320   3.9209737 296.1966     389.7425
##  [854,]  5.0393736 142.86060 40829.3532   7.2715427       NA     386.8031
##  [855,]  8.2963441 198.19705 17468.9998   8.2629040 369.5907     294.3251
##  [856,]  5.4555994 152.38673 37620.2485   5.7835798       NA     343.4176
##  [857,]  7.9181833 224.15200 20012.1730   9.0087261 302.3936     421.8901
##  [858,]  5.0180459 194.66817 27317.0994   6.1554837       NA     313.4780
##  [859,]  6.4954353 252.01090 32775.6326   8.4793020       NA     330.0451
##  [860,]         NA 203.05024 28184.9005   7.0766336 344.5242     445.7008
##  [861,]  8.7831676 218.03284 16183.5866   7.3904741 334.0539     389.0216
##  [862,]         NA 184.75070 28499.1073   6.5500311 330.7195     381.5016
##  [863,]  8.1596667 215.64822 17068.2989   8.7696218 319.2532     459.5412
##  [864,]  7.6853968 230.33571  7324.7014   7.9913662 331.5125     492.8504
##  [865,]  7.7620207 173.63674 15548.4167   5.0186711 330.3910     520.6408
##  [866,]  7.2079311 204.01035 18493.8722   5.5578638 311.5682     437.5120
##  [867,]  6.9870415 169.72712 19472.6243   5.0176981 366.0189     425.6710
##  [868,]  4.6921966 221.54777 24211.6308   9.3632498 307.7140     406.5517
##  [869,]         NA 219.72571  9840.7828   8.5136546 309.8387     396.8057
##  [870,]  4.0594315 200.38308 25770.0067   8.3421298       NA     414.1578
##  [871,]  8.3899457 213.66568 17674.7061   8.3488148       NA     471.3699
##  [872,] 10.6955325 220.45108 10571.7704   6.5214223 295.9761     414.2561
##  [873,]  6.7916969 175.89435 21467.9509   7.1012238 349.4922     427.2397
##  [874,]  9.9539521 232.94900  3773.2811   9.9798496       NA     339.8830
##  [875,]         NA 218.98641  9836.4018   7.0646725 328.7243     386.3452
##  [876,]  4.4897838 188.25194 14906.0479   8.4860302 374.2269     518.5853
##  [877,]  8.0208691 175.87368 21759.3639   7.4872781 352.9831     428.6610
##  [878,]  5.0900353 174.26636 34094.0572   6.7419094 376.6636     526.3611
##  [879,]  6.4668747 214.33727 14848.1295   7.0549380 304.5732     304.9564
##  [880,]  6.7024962 208.55378 29057.2276   7.0294911 302.7450     361.9478
##  [881,]  5.7662041 179.57265 27700.1219   6.1989372       NA     536.2687
##  [882,]  6.5710992 207.74103 23372.8827   6.2801952 313.8470     497.9023
##  [883,]  8.5092200 200.30435 10587.3049   6.3925451 307.3990     585.2226
##  [884,]  5.9539819 186.45708 32241.0796   8.4396807 347.7132     416.0910
##  [885,]  5.4031965 185.64352 27509.8934   8.2575872       NA     587.3787
##  [886,]  5.5969300 162.72467 23930.3745   7.4565565       NA     535.3396
##  [887,] 10.6329096 198.37801 12958.7485   7.1354966 322.6232     522.0279
##  [888,]  4.9168192 162.45678 22829.1232   4.0244557 360.5904     541.7723
##  [889,]  7.1830959 200.36816 13501.6780   7.9820967 358.3318     617.5409
##  [890,]  5.9234414 167.65860 25951.5540   6.2961032 350.3820     471.8575
##  [891,]  7.3770365 175.00828 15340.9518   6.1448450 371.0105     579.4618
##  [892,]  7.8334959 220.95743 28338.9815   9.3708484 316.2744     462.1424
##  [893,]  4.7457644 186.30314 33153.8130   8.8404735 370.1679     296.9641
##  [894,]  9.0558258 196.47590 20226.2879   5.8385943 298.8036     342.3594
##  [895,]  5.4921560 176.27140 26422.0979   8.0729336 366.6448     500.9388
##  [896,]  4.4875175 199.05140 36860.4689   9.7515608 338.0494     390.5669
##  [897,]  7.0271857 185.32070 30988.9730   8.6004772 327.4627     326.2691
##  [898,] 10.2006445 182.08060  8016.2029   5.5675006 337.7816     291.6003
##  [899,]  6.7842793 140.36671 17569.5798   4.0849324       NA     374.1818
##  [900,]  8.0804152 166.89170 18136.1289   6.8675530       NA     600.9372
##  [901,]         NA 191.34826 14017.3721   6.4907003 345.5605     423.9784
##  [902,]  7.3449759 182.30694  5689.8044   6.7643500 373.8728     360.1845
##  [903,]  5.9237400 200.56121 33306.0125   7.4300374       NA     399.9483
##  [904,]  8.2853953 196.55207 19096.8224   7.3578573 342.9369     388.9412
##  [905,]  5.9495188 160.44263 16898.8083   6.0459064 367.3285     451.0128
##  [906,]         NA 192.20217 34160.9251   8.9631555 363.4728     474.7817
##  [907,]         NA 215.99712 35971.0251  10.0305082 330.8589     558.1085
##  [908,]  5.2965788 220.08083 39537.0865   9.2327661 322.4336     393.3886
##  [909,] 10.2820680 198.54636  8108.2973   5.5484071 332.0179     568.0790
##  [910,]  7.0168361 167.36219 18014.9957   5.9030582 362.5234     471.4844
##  [911,]  6.8716072 197.51709 19557.9937   8.3113487 355.0873     379.5077
##  [912,]         NA 214.17233  8985.9118   7.2979727       NA     498.8039
##  [913,]  8.2740691 195.80333 18091.2026   7.4221044 365.4072     369.1983
##  [914,]  8.2388790 198.21341 11451.3122   5.3089896 309.3294     401.0638
##  [915,]  5.7911544 190.43168 20288.2356   6.2983658 347.0410     544.8575
##  [916,]  6.1533690 237.13983 22052.0346   8.0904940 306.2392     485.0985
##  [917,]  7.3030519 196.95288 22053.0103   5.3926928 305.2216     451.6059
##  [918,]  7.5926723 177.08084 14912.2255   6.0411437 349.2406     355.2844
##  [919,]  6.7841161 189.60835 12736.8650   5.9357718       NA     480.3086
##  [920,]  5.6068561 211.51310 32423.4627   6.8129433       NA     446.3864
##  [921,]         NA 223.44311 36290.7461   9.3800133 333.4452     373.9202
##  [922,]  4.9220455 197.28721 38494.7202   9.1449533 383.2391     357.4707
##  [923,]  5.7007849 185.92225 27365.1064   7.5631005       NA     359.5066
##  [924,]         NA 215.57846 25338.6193   5.7871909 266.1100     429.3503
##  [925,] 10.6780563 168.69577  7066.3769   4.8660924       NA     327.6586
##  [926,]  7.6021215 199.35317 11346.1435   6.9003796 304.9665     210.3192
##  [927,]  8.8462820 188.41500 17734.9496   6.0578676 317.1505     419.3956
##  [928,]  6.7516986 203.40045 26325.8177   8.3654700 341.8956     381.4404
##  [929,]         NA 148.10313 13597.8960   5.7331479 374.0183     357.7111
##  [930,]         NA 202.07986 12519.0907   7.6275238       NA     399.8834
##  [931,]  5.0882132 159.96261 39125.2092   6.0556225 375.6192     400.1553
##  [932,]  6.9549072 159.76640 21895.2857   4.4939001 337.2672     482.5983
##  [933,]  8.9838118 204.64852 15158.7217   8.6458819       NA     416.8992
##  [934,]  9.5196600 204.08095 17258.1884   6.1540726 310.7163     395.6985
##  [935,]  4.7003927 195.35281 35216.5343   7.9190832 335.2794     539.4646
##  [936,] 10.3861329 200.89119 17982.3873   5.8455016 338.9993     336.2797
##  [937,]  5.7465292 183.47179 35633.2685   6.0663864 327.5578     354.1744
##  [938,]         NA 192.97038 11125.4435   4.9549232 324.7582     332.9563
##  [939,]         NA 248.95466 25253.0791   8.9217332 296.8210     482.8469
##  [940,] 10.8112895 209.10305 11848.2283  10.1410601 349.9232     393.1864
##  [941,]  8.9668360 228.69135 16764.8548   7.1378714 320.5560     456.4265
##  [942,]         NA 212.44997  5699.5049   6.6478399 333.0525     269.3446
##  [943,]  6.8488055 204.81271 20555.5596   9.7750041 387.6864     389.6382
##  [944,]  8.8617016 200.61230 15247.1280   6.0502253 313.1271     521.7741
##  [945,]  4.2529850 149.93865 20497.8222   3.2711440 302.8198     427.1138
##  [946,]  6.7298299 229.40778 23114.0318   9.7333561 321.1605     521.8355
##  [947,]  5.9245405 186.62007 44376.1874   6.6141805 341.6378     273.4468
##  [948,]  6.7838885 193.65358 13677.1064   5.1714536 323.7287     477.8547
##  [949,]  7.3908967 219.33598 25574.0917   8.7604344       NA     553.0577
##  [950,]  6.4701520 176.73638 30594.2807   4.3931381 324.6592     524.9098
##  [951,]  6.9303915 190.18939 25780.0591   6.2593529 331.0303     481.7376
##  [952,]  9.3024412 236.58079  5230.6304   8.3004022       NA     367.8976
##  [953,]  7.4219976 220.38531 15772.6532   9.1576153 319.9129     463.2969
##  [954,]  6.5830649 163.36160 17977.6939   6.5420880       NA     383.1245
##  [955,]  6.2044294 211.64096 35439.6878   6.2368362 314.1313     552.4628
##  [956,]  9.0666281 203.38412 22710.4584   5.9628369 321.5859     496.1615
##  [957,]  4.7131167 209.34205 20070.5678   6.5911089 301.9655     354.1702
##  [958,] 10.5813860 213.77644 11298.4501   7.6688974 300.1846     497.1691
##  [959,]  7.5742612 227.98466  8672.5278   7.3353619       NA     433.6795
##  [960,]  6.1387852 158.42213 20129.9788   6.8121429 352.2300     373.8436
##  [961,]  5.2763235 186.38259 42063.8744   6.8629881 319.8380     312.0025
##  [962,]  6.7768791 189.43881 19663.7913   8.3864035 375.4573     420.3574
##  [963,]  7.2394159 211.87283 13911.8266   8.2040710 345.0440     494.4169
##  [964,]  6.5522791 190.54768 15362.4524   6.9285974 356.3180     353.0637
##  [965,]  8.4087662 210.79541 27662.3971   6.6342101 291.6877     555.5810
##  [966,]  7.9863987 202.09394 20447.4901   5.6895185       NA     477.6688
##  [967,]  7.3669153 185.04360 14151.7601   5.5843692 324.5705     336.9569
##  [968,]  6.0627384 224.84118 25842.5813   9.4633907       NA     385.3916
##  [969,]  7.8564711 204.78343  5619.1356   5.8167032 343.5454     432.0431
##  [970,]  5.1583964 189.29579 35086.3970   6.7361180 340.8718     331.5867
##  [971,]         NA 197.57074 17439.4441   6.2264913       NA     406.0148
##  [972,]  6.3990805 230.02793 23037.0768  10.5178485 316.0726     452.9745
##  [973,]  7.3942556 207.96304 29917.8202   7.8162944       NA     392.4967
##  [974,]  4.4438509 240.16790 24070.2637   9.7684065 338.0524     533.9686
##  [975,]  8.2471483 175.91183  9913.9633   4.9745061 324.4333     302.2005
##  [976,]  4.9021590 214.64376 28278.7893   9.9156472 337.1376     375.0364
##  [977,]  6.8631362 194.58666 23610.5176   8.1934160 346.7681     439.2296
##  [978,]  6.6695324 190.75116 16246.1732   6.3729751 324.3419     383.2458
##  [979,]  7.5956700 207.11547 13486.1422   6.1926627 328.2096     452.4457
##  [980,]  8.1630764 183.16185 20335.6765   6.0285594 333.0845     475.2965
##  [981,]  8.8702783 193.36995 16854.1295   5.1801056 318.3546     355.4709
##  [982,]  8.7696760 215.36874 13969.4389   7.5485434 322.7991     369.0167
##  [983,]  4.7373913 215.52951 30684.2116   8.7819046       NA     313.5135
##  [984,]  7.7908749 196.47871 24061.3496   6.7856852 350.1173     471.5185
##  [985,]         NA 238.40960 26493.0762   8.6699441 311.5537     369.2839
##  [986,]  6.0873061 214.55609 11628.3367   7.2319267       NA     344.0720
##  [987,]  7.6512942 200.71705 11699.1335   6.6482728 349.2554     420.8284
##  [988,]  4.7714907 200.37408 48002.0846   9.1652391 340.3102     310.9278
##  [989,]         NA 190.63064 26913.3735   4.6491664 302.4175     509.2849
##  [990,]  5.3920576 198.01717 19900.4078   7.8432256 348.9519     419.8140
##  [991,]  5.4772830 165.43609 29046.0835   5.5230108 370.8931     488.7746
##  [992,]  6.3641557 193.50690 22958.0100   6.6746351       NA     432.1944
##  [993,]         NA 226.76565 39942.9539   8.5947145       NA     538.6218
##  [994,]  8.3479495 231.20310 13533.2300   7.6236036 313.6711     527.3809
##  [995,]  6.6159817 194.98064 20919.0514   6.1363698       NA     383.1221
##  [996,]  8.3123795 203.74455  8727.2473   7.4563023       NA     543.3930
##  [997,]  6.8362249 166.74296 24293.1727   6.8612352 332.8816     390.8050
##  [998,]  6.3854709 231.48846 26756.9180   8.7743567       NA     422.0677
##  [999,]  6.4900372 205.54152 19397.3239   7.8942448 368.5611     479.7862
## [1000,]         NA 236.35697 24873.6228   9.4106580 300.6884     479.0560
## [1001,]  6.6488492 181.68812 30733.5038   5.9612722 343.9252     257.7042
## [1002,]         NA 210.97975 21174.4085   7.6188846       NA     572.7434
## [1003,]  9.3235839 212.71067 15751.1753   5.5010701 296.8485     399.7737
## [1004,]  4.5819687 186.09792 33897.0682   6.3584023 316.5528     406.3824
## [1005,]  7.8848420 229.24266 21733.8280   7.9030815 315.1900     368.7709
## [1006,]  6.1688385 238.30105 24827.5166   7.7200110 269.4902     482.6733
## [1007,]  7.2308453 177.57480 17864.6894   5.8182290 343.5933     367.6900
## [1008,]         NA 235.00460  3900.9139   6.9387295 286.7651     553.4940
## [1009,]  8.6931043 184.77281 13283.7781   6.5218147 348.5548     560.9659
## [1010,]         NA 194.80609 32981.2395   9.5547853       NA     286.7944
## [1011,]  4.7974602 190.31513 21280.2466   6.1885029 326.7942     357.4362
## [1012,]  9.3191764 199.33357 14294.2403   7.7849404 366.0518     338.4414
## [1013,]  7.5816876 180.74914 11989.2462   4.9773066 328.1770     617.8835
## [1014,]  5.3482137 232.66851 11797.9209   7.8162849 312.9868     371.9106
## [1015,]  5.4878764 179.20698 20162.0186   5.2114303 305.2641     510.6094
## [1016,]         NA 206.57784 40710.5244   8.8136661 320.4493     468.0517
## [1017,]  8.3159591 221.27022 16123.3045   9.4758011 348.1773     501.6740
## [1018,]  8.5510777 216.41593 28909.2903   6.9367823 295.2237     510.8950
## [1019,]  6.0131610 218.84326 21573.7476   9.2958520 321.1683     444.2766
## [1020,]  5.7440675 173.85088 28391.9982   7.0173303 355.4616     336.0618
## [1021,]  5.2189897 164.79099 27007.8869   6.5925170       NA     422.2238
## [1022,]         NA 240.42979 25959.6139  10.5715963       NA     446.7430
## [1023,]  7.4587077 207.78657 10513.2968   8.9206329       NA     442.3681
## [1024,] 11.0278799 228.32280 13124.1056   7.5166432 319.3540     376.2319
## [1025,]  6.7295802 242.16415 17975.5532   9.8086512 322.2351     440.8594
## [1026,]  4.1502143 174.92674 41489.6398   5.5698687       NA     425.2500
## [1027,]  7.1593983 171.81611 28954.8010   5.8170903 357.3288     530.5264
## [1028,]         NA 235.41746 13927.0025   8.5514468       NA     446.4224
## [1029,]  6.2096974 169.31850 22610.7687   4.8754139 327.3799     549.2767
## [1030,]         NA 178.77772 10490.8390   7.5330420 354.0576     367.7587
## [1031,]  9.6085336 231.34023  4544.8417   6.5778340 300.9223     328.9045
## [1032,]  5.3758960 153.71287 56867.8592   7.8940862       NA     493.8885
## [1033,]  8.6971222 166.45277 27752.0002   5.3509235 372.2641     393.5558
## [1034,]  7.7489285 198.84309 18939.9367   7.3758831 316.8202     368.4029
## [1035,]  7.1179177 216.11632 20067.5728   9.6056508 349.0849     331.9717
## [1036,]  8.3100290 212.69828 40936.1534   7.7033747 301.2544     365.4312
## [1037,]  5.5242965 157.14242 26220.1742   6.3445853 379.7884     475.3423
## [1038,] 10.2014258 190.79908  8918.8926   4.8998748 306.4954     331.3790
## [1039,]  5.3681258 190.93798 32619.3130   8.0988388 351.3581     435.6665
## [1040,]  8.9378024 147.91689 10562.4605   3.6942750 371.1763     480.3202
## [1041,]  8.1242078 207.50952 26489.1147   8.5408374 318.0596     431.6257
## [1042,]  7.1849731 201.07922 25234.4280   5.2166845 283.7446     384.0116
## [1043,]  5.4994893 230.30877 13902.9686   9.6195750 352.0843     442.1670
## [1044,]         NA 256.67347  8904.7998   9.7113798 293.1111     324.9978
## [1045,]  5.3197691 204.20207 22390.7956   8.0535589 315.0275     399.1190
## [1046,]  6.3691116 235.34094 34456.8011   9.1709400 295.3505     357.4173
## [1047,]  6.7334938 197.56266 27430.4417   6.0350869 303.9377     397.6850
## [1048,]  6.8830154 210.50222 14298.4105   7.2436830 316.7539     570.4243
## [1049,]  8.0135164 225.15645 20375.6683   7.8373976 308.5948     382.0142
## [1050,]  8.2720551 204.22533 24196.5227   8.4484052 332.8904     500.6849
## [1051,]  8.7469860 148.39372 22174.7811   5.4591718 369.3699     407.3808
## [1052,]  8.1548409 202.31733 25620.7714   7.6516684 367.2243     597.8701
## [1053,]  9.0457205 222.18417 22829.1108   7.6098331 293.0625     558.7479
## [1054,]  8.9224096 207.52073 13291.9226   8.5605371 357.9443     468.5383
## [1055,]  5.9613016 182.10900 23926.0788   6.1887903 364.9755     567.5262
## [1056,]         NA 205.43898 20113.8976   7.2483742 317.2802     558.9539
## [1057,]  8.1844100 166.63655 17944.8524   4.0389550 331.9542     363.2358
## [1058,]  7.6364541 238.93607 18136.2616  11.0865263 351.5588     514.9641
## [1059,]  7.7753856 193.07717 15704.4821   7.8811972 324.3362     301.7535
## [1060,]  7.6171489 196.60694 27080.2687   7.3827549 345.1799     329.0166
## [1061,]  6.6649346 218.77001 16477.3508   7.3250008 299.8465     412.3086
## [1062,]         NA 182.16188 30646.8153   6.3251617 294.9661     404.1202
## [1063,]  8.8153580 208.33108 26780.6918   7.2239619 329.1197     430.4069
## [1064,]  7.7656356 173.18557 13736.3420   6.9841019 359.8137     355.9980
## [1065,]  6.2251520 169.74117 29533.6088   5.5749171       NA     380.1148
## [1066,]         NA 223.72043 15893.6744   8.2891918 303.8507     360.4685
## [1067,]  8.5670438 160.21787 23683.1102   4.2869304 360.2863     490.5125
## [1068,]  6.9941947 216.66532 23027.3853   9.7963299 382.1530     369.4681
## [1069,]  3.3445885 156.47993 55334.7028   8.5301016 371.1478     485.6311
## [1070,]         NA 198.65498 20063.4903   9.5399839 344.6185     412.9792
## [1071,]         NA 192.25416 21762.6141   7.2596382 331.6497     397.2628
## [1072,]  7.7744685 216.75287 22316.3983   7.9475341 385.0434     288.0686
## [1073,]         NA 172.73143 28894.4770   4.2509168 244.2851     559.6293
## [1074,]  7.2034388 168.44536 22826.4847   6.2832497 271.8920     437.3709
## [1075,]  6.1504876 240.88842  6342.5028   9.6098958 421.3432     354.3925
## [1076,]         NA 225.95909  9660.6583   8.8276545 397.9242     315.7509
## [1077,]  6.7675237 203.75106 21162.7267   5.2327497 251.0624     334.9054
## [1078,]  8.0374303 148.41531 48410.4710   4.7558797 268.2119     392.9012
## [1079,]  8.1771750 210.44877 18626.1493   7.2716724       NA     455.9275
## [1080,]  6.7447991 204.08432 20215.6975   6.1252516 304.5279     544.3393
## [1081,]  7.6037754 214.68278 11459.6224  10.9999952 398.9209     321.0691
## [1082,]  8.5461456 177.84624 23349.4854   7.6520732 352.8171     413.3216
## [1083,]  5.4325121 231.35158 14970.6472   9.1807032 409.9885     448.8647
## [1084,]  7.7140894 194.73828 27336.9626   7.6313571 322.0730     347.8292
## [1085,]  8.1545315 168.09894 21361.1971   6.1988440       NA     419.1733
## [1086,]         NA 190.21917 23094.8724   6.4819857 298.3562     414.8891
## [1087,]  7.8458799 193.78500 13769.8602   9.0071612 343.6208     510.3056
## [1088,]  7.1564245 197.99354 27025.2070   6.7345273 359.7105     448.4572
## [1089,]  5.6946942 240.71218  7998.6745   8.1242654       NA     477.0478
## [1090,]  6.7076856 199.28537 17435.3402   6.8099451       NA     454.7324
## [1091,]  4.7752220 231.99858 13978.1727   9.4221006 389.2196     526.0677
## [1092,]         NA 200.31524 19947.4345   7.3782359 337.2315     295.7571
## [1093,]         NA 205.12830 17537.9896   8.0258061 396.0919     318.5366
## [1094,]  8.5017114 193.90891 21289.1796   7.1081903       NA     393.1767
## [1095,]  7.7412451 218.23719 22824.6995   8.6964788 363.9927     521.0163
## [1096,]  4.1874908 208.37419 21809.7098   5.8461120 327.4742     264.5081
## [1097,]         NA 142.14557 45141.6860   6.0306400 240.1985     369.2804
## [1098,]  7.8080122 179.79992 17037.7254   6.3783645 348.0715     590.0605
## [1099,]  5.8959490 187.15362 37118.2554   4.6007300 253.1585     531.1691
## [1100,]  7.2696523 155.15752 31161.3684   3.1811833 244.7952     506.0101
## [1101,]         NA 213.04119 12036.6430   9.7947302 349.1714     284.0180
## [1102,]  9.4896010 167.88763 40032.4140   8.3492068       NA     354.7907
## [1103,]  7.4579798 183.46131 14733.4588   7.4752734 335.6680     482.6372
## [1104,]  7.9923204 230.17957 17076.6638   9.5987423       NA     522.8881
## [1105,]  7.7463431 212.27464 21670.5937   8.4581027 361.3813     457.0141
## [1106,]  8.2757956 163.35596 22013.9649   5.7428289 307.6671     351.6313
## [1107,]  6.8799595 163.59334 44586.8127   2.7417121 219.1489     554.0451
## [1108,]  6.7993755 239.05768  7986.4932  10.3656799 419.8812     373.2321
## [1109,]  8.1677677 144.90293 36185.6785   4.5455201 297.9602     605.4589
## [1110,]         NA 214.65733 19692.4644   5.9473896 326.1757     385.8278
## [1111,]  4.7364046 203.27642 28698.7300   5.2713672 323.6837     508.8203
## [1112,]  5.9539239 226.93506 11930.6248   9.6772689       NA     350.9687
## [1113,]  6.5789982 198.40925 22389.3805   7.3175752 369.0971     408.1950
## [1114,]  8.7754857 157.35429 22113.3915   7.9315027 304.8078     480.7152
## [1115,]  6.8503020 167.98504 40588.4338   3.3723693 265.4311     300.4117
## [1116,]  8.7571105 185.41937 31040.8845   8.5447637       NA     408.0958
## [1117,]         NA 213.00022 21687.4735   6.9010408       NA     383.7479
## [1118,]         NA 178.15486 34383.5976   6.4257700 311.5269     570.3788
## [1119,]  8.0732790 191.81552 17106.4386   7.8987316 333.4776     432.8987
## [1120,]  5.0782742 185.08838 18125.6384   4.1057663 275.0556     528.1563
## [1121,]  7.4449140 203.06875 25489.0750   8.1757442 413.5604     405.4206
## [1122,]  9.4340059 158.38784 20474.8208   5.8573331 285.3951     476.8420
## [1123,]  5.9059070 223.14188 13464.4872   9.1251639 378.1083     337.8583
## [1124,]  5.8034970 193.20099 19451.7676   4.1466011 255.9767     365.4776
## [1125,]  7.6171519 182.68982 33744.1668   6.2259331 369.5530     327.2282
## [1126,]  9.0084643 148.61400 35021.7741   5.5940065       NA     387.3998
## [1127,]  5.4224458 205.26608 18542.9575   5.4919627 306.7022     382.0801
## [1128,]  9.7781818 155.93744 23335.6742   7.6661087       NA     356.5430
## [1129,]  5.2049388 232.88273 17818.3945   7.3002650       NA     404.0039
## [1130,]  4.8725609 224.70511 16960.4346   7.0780149 323.0369     354.3906
## [1131,]  7.7939148 164.95895 25506.9122   7.8680360 358.2592     398.4603
## [1132,]         NA 259.14493  2808.0258  10.0870624 392.8332     354.4053
## [1133,]  7.0581826 187.94719 26608.9292   8.5563961 405.4034     462.3146
## [1134,]  7.8903543 180.15810 32160.5339   7.7734841 360.2840     344.5506
## [1135,]  7.5357002 221.79248 14829.7460   6.7011593 366.4122     583.4365
## [1136,]  7.2025344 207.82812 11889.2506   8.0157432       NA     369.0443
## [1137,]         NA 188.61052 27716.3387   5.6065004 275.1822     520.5877
## [1138,]  8.7221438 151.62113 28301.5169   3.6519613 248.0948     468.3675
## [1139,]  8.3526352 134.75051 33662.3891   4.4397913       NA     397.1150
## [1140,]  6.2843858 222.68879 18526.2617   8.9802706 395.2616     517.1505
## [1141,]         NA 195.55443 28415.1843   7.4897794 318.5153     494.4045
## [1142,]  9.3056605 163.92603 39498.6593   6.9146853 325.8731     345.6569
## [1143,]  4.9231789 208.40667 15990.1492   5.6481457 349.6552     404.4058
## [1144,]  6.1430185 147.47197 34865.3246   3.6844627 285.4551     475.4453
## [1145,]  5.7445042 208.07005 19457.6395   6.6939494       NA     362.0625
## [1146,]  6.6166492 201.78085 17063.1721   8.3533736 360.6123     491.7241
## [1147,]  7.6234999 170.42757 36267.2667   6.0407352 301.2191     404.5014
## [1148,]  7.8601064 182.04199 34591.6781   6.1878572 287.2238     285.2287
## [1149,]  7.3931102 205.99116 13215.7064   7.7403771       NA     537.1361
## [1150,]         NA 176.77995 24793.4557   6.3943424 312.3591     377.0663
## [1151,]  5.5795171 223.61639 13289.2017   7.6986901 368.8970     375.2760
## [1152,]  4.3035746 227.00709  7323.3023   7.4905084 326.6952     412.8964
## [1153,]  7.3107157 185.81714 21989.7674   8.4375150       NA     425.5329
## [1154,]  6.4177025 185.31218 33360.1707   5.5738488 374.7139     509.8197
## [1155,]         NA 181.30187 23614.7030   5.4549935 282.3116     510.9446
## [1156,] 10.7743181 163.09511 38037.3531   7.6021970 350.0002     477.7234
## [1157,]  5.0364540 190.16452 29258.7381   4.9910611 300.4759     332.3597
## [1158,]         NA 204.86050 24590.1259   7.7743608       NA     440.9368
## [1159,] 10.4150440 167.42258 34535.5539   6.3548150 344.3093     491.5167
## [1160,]  8.4186067 191.86709 29313.7834   5.6058637 306.3254     546.7910
## [1161,]  7.8086411 200.71487 15694.5072   7.2195581       NA     519.8630
## [1162,]  7.5579636 156.46187 32833.4312   3.3116073 257.2766     277.2342
## [1163,] 11.2445071 169.40365 43533.6578   5.8884600 341.0296     336.4467
## [1164,]  5.7288238 197.19184 12932.5904   5.6844922 280.9321     445.0696
## [1165,] 10.4868084 185.08791 26453.0033   9.5487690 392.3463     455.7438
## [1166,]  3.7921257 218.49086 16929.2902   6.1102953       NA     410.6942
## [1167,]  5.7162514 184.22929 19393.4699   5.2991636 290.2765     502.9937
## [1168,]         NA 182.31726 30430.2118   6.1512173 350.4486     479.9571
## [1169,]  5.4736034 218.51315 14608.3631   5.6213617       NA     472.7968
## [1170,]         NA 178.23366 37861.4400   3.9127141       NA     535.0864
## [1171,]  6.7709269 181.81807 26880.2200   5.2158615 284.7455     475.5490
## [1172,]  6.0433601 188.66233 24856.6071   4.3710249 295.8952     355.0075
## [1173,]         NA 212.48004 23572.1578   4.9767883 300.7270     449.9511
## [1174,]  6.3204278 210.31004 11682.2293   6.9684226 311.7778     375.9646
## [1175,]  9.1854175 165.64150 18073.9686   8.1083180       NA     534.6984
## [1176,]  8.6847787 161.12420 40799.3603   5.3819936 305.5338     499.2754
## [1177,]  7.9617215 224.31676 11551.2157   9.4920740 367.4660     451.8084
## [1178,]  5.4841513 196.79125 19378.3591   5.0037306 295.5910     348.3990
## [1179,]  7.1869311 177.48653 34510.7530   4.9844318 295.8342     477.9950
## [1180,]  5.4708025 213.16048 18295.3709   6.0433954       NA     317.9485
## [1181,]         NA 195.01957 17382.4274   7.0368283 329.1277     383.7949
## [1182,]  9.7927278 161.05788 30249.1708   5.2143151 258.0389     413.1555
## [1183,]  3.6371706 238.94374 10102.4897   7.5321920 337.5344     509.1503
## [1184,]  7.0647891 188.39173 20567.1459   7.4432432 360.3230     656.9241
## [1185,]  6.6320316 201.66993 24161.2550   7.9645251 369.6216     346.8604
## [1186,]  5.9139567 215.49788 13086.6439   7.7847499 334.6862     283.4014
## [1187,]  9.4847033 122.90699 56351.3963   4.2197105 219.5534     480.8481
## [1188,]  8.4474045 163.94990 19583.0573   6.4331839 334.6559     547.0238
## [1189,]  7.7274211 227.84272 18767.9416   9.7169081       NA     328.8542
## [1190,]  6.8593237 179.06881 27567.3757   5.8855575 227.3485     391.5997
## [1191,]  5.8467867 212.16204 19417.7672   8.4420336       NA     393.9528
## [1192,]  6.3000018 172.35028 40682.1440   4.2428289 302.6119     485.6725
## [1193,]  6.6464699 251.83625  5516.8750  11.1431096       NA     339.2087
## [1194,]  7.3134468 158.70747 23154.0623   4.1433294 276.5502     436.5173
## [1195,]  6.5726564 192.64733 14598.9519   6.1646213 314.1401     343.8952
## [1196,]  6.0024146 196.00294 16136.4333   5.6877549 301.9809     336.9142
## [1197,]         NA 212.90913 14101.8693   9.1124846 388.7878     337.1911
## [1198,]  5.9360571 222.92231 18061.6976   9.9827235 421.7220     323.4992
## [1199,]  7.5910898 195.66580 17444.6714   5.3070709       NA     517.2033
## [1200,]  6.8757462 192.02366 25422.3385   7.5713599       NA     501.6060
## [1201,]  8.0162791 211.02930 14034.4858   9.7969995 389.3388     491.0791
## [1202,]  8.7835966 199.93028 19471.4654   7.4154055 319.7370     324.9370
## [1203,]  6.9116982 179.21367 25612.1489   7.2247102 318.9879     298.5505
## [1204,]  8.7192402 181.01310 17430.9197   7.4212099       NA     289.2027
## [1205,]  5.9745832 197.10272 22543.2563   5.6626572 338.3575     410.8041
## [1206,]  4.4293787 256.21257  8746.9017   9.0103322       NA     432.1079
## [1207,]         NA 134.67926 30211.8330   4.7923610 234.2856     391.8210
## [1208,]         NA 221.67546 10117.0844   8.0265863 356.2116     508.2628
## [1209,]  8.2151235 155.76287 30579.3711   3.3089773       NA     344.9506
## [1210,]  7.8287401 176.72751 33337.1096   5.4387764 286.9926     290.1186
## [1211,]  7.9499648 186.78915 15171.0123   7.8332750       NA     406.6127
## [1212,]  6.1143321 178.44629 30606.2236   5.5680421 260.7710     472.2554
## [1213,]         NA 226.27082 15380.1241   6.6614739       NA     392.5582
## [1214,]  7.1394283 179.23498 19862.8113   8.1119581 337.9471     364.5232
## [1215,]         NA 223.51198 20134.3983   7.9777301 359.2257     477.3427
## [1216,]  7.9685259 156.45115 27008.0119   4.7165765       NA     455.8404
## [1217,]  6.6358943 194.04978 20339.0169   6.0328639 307.9549     412.5830
## [1218,]  6.3945480 193.04756 31620.1908   7.0650837       NA     515.8064
## [1219,]  6.2809782 205.12312 25972.8038   8.4178957 383.6715     456.5439
## [1220,]  7.9920270 174.55801 34585.0896   6.5873023       NA     543.9491
## [1221,]  5.0687955 211.68950 22781.3645   5.3301231 317.1039     483.4420
## [1222,]         NA 164.90907 32768.2280   6.3096852 285.5610     527.1987
## [1223,]  8.1512490 205.84730 15661.9403   7.0094371 335.6228     555.5903
## [1224,]  7.5829417 185.04599 23072.7807   5.8922727 297.5058     518.0485
## [1225,]  5.3441169 198.37914 13492.8408   6.5592651 328.6488     591.3634
## [1226,]  7.8719614 219.62266 12760.4372   8.0766130 360.0867     350.8269
## [1227,]  5.3270235 233.14059 13580.6185   7.3624109 356.4203     438.5535
## [1228,] 10.5502733 185.16581 32150.9794   8.9339661       NA     566.3794
## [1229,]         NA 186.17484 18085.1588   4.9512770 298.3997     347.9867
## [1230,]  7.4710267 177.23364 15736.5810   6.8783543 277.1099     401.6182
## [1231,]  7.9438825 211.81655 32071.1794   7.7692148 290.3374     353.3365
## [1232,]  2.6908312 151.78291 30204.5467   6.0530719 303.7024     377.1983
## [1233,]  9.1356943 194.81562  9496.9104   6.1859251 345.7142     562.7715
## [1234,]  5.2140092 192.64885 34184.3084   5.7833574 282.9699     380.4284
## [1235,]  8.6495349 175.42667  9898.0222   6.0484038 336.4776     410.6251
## [1236,]  7.7566790 186.68646 22440.4010   7.4626133 342.9994     320.9310
## [1237,]  7.1042952 177.57174 12691.5160   7.1709770       NA     447.0323
## [1238,]  5.3633626 179.91138 27045.9300   6.5208547 311.4674     408.9225
## [1239,]  6.5824997 200.73311 23720.4817   8.5658316 353.0081     458.3627
## [1240,]  6.8104665 209.73556 32602.3401   7.4227810 341.1743     340.0301
## [1241,]         NA 191.53163 12885.5169   6.9799546 328.6002     596.7510
## [1242,]  5.5741166 193.15808 17546.4033   9.2199732 366.1974     538.5325
## [1243,]  8.5552834 216.65536 18337.4609   8.2906882 311.3258     390.9431
## [1244,]  4.4834028 172.38388 13122.2234   5.2767309 291.1991     413.5450
## [1245,]  3.7830436 157.85264 20384.7731   4.6670817 300.0487     432.4318
## [1246,]  7.1383743 184.74523 22575.1886   6.9077145       NA     504.8657
## [1247,]         NA 171.59224 14784.7557   7.4045825 351.8755     366.6695
## [1248,]  7.9123610 211.37644 34808.4428   8.9133643       NA     594.8993
## [1249,]         NA 193.11679 17388.9826   7.7021354 382.0607     468.9393
## [1250,]  9.1283578 184.68210 10418.1083   6.8502004 388.0687     371.4823
## [1251,]  5.2719714 193.16951 22005.4366   6.1839500 267.8256     351.4803
## [1252,]  6.4650935 241.26814 43958.6781   7.4201549 306.0204     544.6006
## [1253,]  8.2451866 199.30577 13909.4791   9.3696418 406.0476     423.7368
## [1254,]         NA 196.43201 18128.9083   8.0080769 323.5521     313.3619
## [1255,]  6.7047919 176.89603 28140.7682   6.9421068       NA     455.9726
## [1256,]  6.4302548 207.57940 26855.1056   7.0879100 304.1734     418.4195
## [1257,]  7.4827913 186.09343 19621.3251   8.1718655 369.1909     475.2115
## [1258,]  5.5044523 164.50098 11950.2350   6.8009577 302.1905     537.5396
## [1259,]  7.5219206 198.35463 20139.4303   7.1776550       NA     603.0550
## [1260,]         NA 164.09474  9344.6533   5.9593092 349.0194     367.3898
## [1261,]  8.5225677 208.13300 16446.3281   6.7297755 372.5038     346.3746
## [1262,]  5.6944755 193.43213 18742.9252   6.5566684 327.0024     448.7542
## [1263,]  6.9345036 176.96943 15323.4088   5.6668704 369.3418     435.9484
## [1264,]  6.1151800 226.08443 24699.5239   6.7075232 298.3293     429.7067
## [1265,]  8.5756730 197.56028 15888.6252   4.8654629 311.5574     464.7256
## [1266,]  5.6891430 181.58457 17589.2690   7.2384703 350.7821     345.5364
## [1267,]         NA 199.06467 39927.7370   5.4540510 259.0099     257.9632
## [1268,]  7.2261272 213.32062 23129.7481   6.1936239 304.5628     624.2299
## [1269,]  7.1977960 168.64098 12763.2679   6.8975941       NA     566.2507
## [1270,]  3.8468143 190.99287 26895.2580   5.6295359       NA     660.2549
## [1271,]  5.8963393 178.67809 17420.0871   5.2921624       NA     473.6867
## [1272,]         NA 247.45330 43846.0253   7.8657808 324.2438     334.1661
## [1273,]  8.3263499 213.87486 35477.7666   8.3641310 346.7870     569.1033
## [1274,]  6.8915617 198.54464 26240.4930   5.1538695       NA     436.9271
## [1275,]  5.5481249 217.01826 34006.7687   6.6474252 331.4029     430.2697
## [1276,]         NA 175.58815 17092.2258   7.3384168 323.1541     491.7281
## [1277,]  5.3866380 206.89681 20416.6510   7.3127519 356.3843     525.1235
## [1278,]  7.2625347 212.52131 38713.1127   5.8378072 262.0950     332.4252
## [1279,]  6.2570858 180.40621 13826.2579   7.0751306 346.6275     422.6004
## [1280,]  7.0255043 205.40053 21884.5385   7.2760649 304.7322     442.4055
## [1281,]  6.5848393 196.13399 16609.9255   6.6739774 323.3724     304.7137
## [1282,]  6.5656335 159.72936 19044.6801   6.6932138 283.5147     393.6252
## [1283,]  6.6221029 196.89106 16010.5242   7.2560712       NA     264.2839
## [1284,]  7.2173928 180.19422 13579.5546   5.9931264 317.9634     421.9635
## [1285,]  5.2539074 191.98205 34793.8533   5.8174043       NA     395.7133
## [1286,]  8.1313752 177.09531 13238.0703   6.6787406       NA     450.7183
## [1287,]  6.6197755 150.71836 11388.5342   6.8075801 370.7535     431.4301
## [1288,]         NA 206.31834 18752.2697   8.2024530 344.5896     510.4879
## [1289,]  6.2172553 205.64825 32911.9297   5.9460736 298.3905     414.7710
## [1290,]  5.0199848 156.97082 19272.7045   6.1847097 331.5598     341.3572
## [1291,]  6.9073796 210.27921 40290.2216   6.8747024 294.0152     340.7050
## [1292,]  6.3131147 162.33641 20849.1907   7.0864689       NA     387.9577
## [1293,]         NA 179.32012  5075.2692   8.7377830 455.4512     392.3537
## [1294,]  7.2939293 180.84312 15823.3394   7.7219774       NA     457.5204
## [1295,]  6.6303638 186.76109 30939.0232   7.7034806       NA     330.8761
## [1296,]  8.0157804 180.06038 12135.7249   6.2593761 310.0687     666.6906
## [1297,]  4.2498904 168.57215 16073.6706   5.3608956 261.2677     449.0515
## [1298,]  4.2652696 199.49945 25634.5333   5.9148844 260.2612     300.5479
## [1299,]  9.2668406 203.25261 20478.7860   6.8387788 337.2996     508.2833
## [1300,]  9.6194566 210.26125 18185.0505   7.9398886       NA     387.3302
## [1301,]  7.0868773 192.38737 25524.8235   7.3540350 322.7400     548.9177
## [1302,]  3.4338741 152.48008 16318.7336   5.9730978 313.0643     412.9155
## [1303,]  8.4367590 242.48858 44896.9841   7.8630841       NA     575.9370
## [1304,] 12.2469281 217.36801 11318.1406   8.4651604 375.8948     347.6531
## [1305,]  7.3430319 198.53077 14037.0399   5.7883464       NA     479.2415
## [1306,]  4.6164389 192.57401 14982.3055   6.0800291       NA     344.1463
## [1307,]  8.3074630 229.94123 18452.6456   6.8951459 338.4837     464.9010
## [1308,]  4.9096406 157.24046 10488.7709   6.9297932       NA     311.7458
## [1309,]  7.7091064 178.81083 18610.1242   7.7344412       NA     462.2012
## [1310,]         NA 173.81671 26552.9744   6.2902793 293.1703     366.7187
## [1311,]  7.8182748 179.21822 27558.5425   7.5044529 315.4475     359.0992
## [1312,]  8.2074589 189.94216 17447.9947   6.7616823       NA     449.4126
## [1313,]  6.9585341 187.74885 13457.2111   7.3635931 330.7504     350.6034
## [1314,]         NA 193.92618 14936.5040   7.2034014 309.4474     447.4501
## [1315,]  4.3494400 157.51336 24352.0661   5.9677223 287.0451     432.6423
## [1316,]  6.6299850 195.70038 21495.5376   6.5464635 363.6919     335.8047
## [1317,]  8.9696974 195.74476  9049.6826   7.4670680 396.4536     378.5285
## [1318,]  6.7710503 194.63512 15719.4936   6.7463438 339.0016     441.7304
## [1319,]  6.7246393 223.17542 41552.0197   7.7446999 271.1571     463.8852
## [1320,]         NA 221.39197 27979.7362   6.5723902 349.6246     355.7820
## [1321,]  6.9672708 218.79279 33933.7099   8.9771797 360.9969     438.8092
## [1322,]         NA 225.97214 32617.1246   7.3806640 259.2053     355.8793
## [1323,]  7.0531167 240.85177 19500.3500   8.0511726 383.6679     377.1881
## [1324,]  7.7551542 196.78278 19024.6887   6.9118676 392.8001     338.4306
## [1325,]  8.5800086 174.50682  6493.5473   7.0407275 409.3809     403.5966
## [1326,]  6.9017102 173.15392 10323.9578   7.4368076 376.8117     538.6208
## [1327,]  7.8142502 203.38346 24470.2043   7.6314070 321.9746     516.6468
## [1328,]  5.9189535 154.77352  9712.5607   5.3262719       NA     386.2181
## [1329,]  7.0212953 225.35050 23109.8542   5.9072727 320.5360     459.8999
## [1330,]         NA 189.81468 19887.7698   8.1157679 415.9279     547.0268
## [1331,]  8.1327370 206.78645 25838.1285   8.6848326 346.6118     472.2770
## [1332,]  6.0570680 184.37323 14807.2685   5.7534051 384.8220     462.0062
## [1333,]  5.3430751 211.66209 45166.9121   6.6518013 279.7675     485.9597
## [1334,]         NA 152.50768 11398.7311   8.7289731 400.6696     385.3358
## [1335,]  5.7425331 182.94103 21293.8898   6.8264128 306.5431     435.2347
## [1336,]  6.5848131 182.37546 24723.1063   6.2389197       NA     414.3508
## [1337,]  8.0704771 198.86595 18266.6177   6.9023698 396.6195     376.7103
## [1338,]  6.6528243 187.94641 19155.7276   5.9496220 345.3585     433.8752
## [1339,]  5.5060615 164.49617 21543.7266   5.9839964       NA     453.8833
## [1340,]         NA 214.97244 36112.1346   7.0940659       NA     414.1016
## [1341,]  6.4417665 174.78185 11306.2615   6.6857553       NA     544.3542
## [1342,]         NA 194.44532 41461.3170   6.9516656 239.9119     362.5004
## [1343,]  8.2487031 201.33886 24912.8797   7.8776661 389.0888     415.6834
## [1344,]  2.5692436 201.60328 48204.1722   6.3806836 261.7200     429.7464
## [1345,]  5.6648458 186.64836 18678.9508   5.1538728 313.0835     335.5055
## [1346,]  8.9994989 234.83548 20933.5127   7.9804508 365.0610     444.0770
## [1347,]  5.5885372 171.33312 17732.2407   5.5886145 343.0416     466.4454
## [1348,]  6.2656373 159.29019 18711.0647   6.8359682 314.2231     499.6046
## [1349,]  6.9220418 201.41012 16515.8722   8.4630035 357.9352     336.0465
## [1350,]  8.0726124 210.26978 16843.3639   8.7934586 359.5162     559.1676
## [1351,]  8.8280944 196.56285 17699.6106   8.9403801 379.9143     486.8633
## [1352,]  8.6474540 183.59737 12995.8854   6.1954491 382.3579     489.7628
## [1353,]  7.4755369 215.42910 31359.3865   7.4984946 337.4624     477.2351
## [1354,] 11.5348805 183.26226  4111.7854   7.4167727 398.9553     475.2554
## [1355,]  6.4530648 178.99825 23129.4602   6.3545081 326.8532     371.8828
## [1356,]  8.1922102 172.29276 13528.5494   7.3546851 377.4557     455.0153
## [1357,]  7.2477010 210.27081 31561.9555   9.0809057       NA     558.5265
## [1358,]  7.8931320 201.43325 20526.0497   5.6287757 299.0182     303.8788
## [1359,]  6.1644495 203.01647 19231.6817   8.5512788       NA     371.1675
## [1360,]  7.9373922 170.44533  6626.3764   5.1173642 372.6253     316.0225
## [1361,]  8.2811207 227.65435 17995.4052   7.4932787 323.3800     459.8655
## [1362,]  4.9064916 173.77916 14786.1389   5.8437568 267.5611     620.3468
## [1363,]  8.1434834 182.43246 10673.5827   6.6078350       NA     427.5452
## [1364,]  5.1179135 179.70168 26215.4011   5.5029035 303.2576     369.6186
## [1365,]  6.4490700 163.44765 16906.3313   5.1522257 283.2173     397.5071
## [1366,]  5.6135626 204.56937 16615.9082   5.6189491 316.0998     341.5237
## [1367,]  5.7542130 241.60243 31871.2912   7.2993019 203.4445     495.9453
## [1368,]  6.9065750 199.63812 15201.3400   5.1365988       NA     306.0240
## [1369,]  6.3362671 228.45503 29342.7098   6.9634777       NA     398.1819
## [1370,]  8.1212537 200.35370 25412.7097   6.5476500 314.0907     411.9870
## [1371,]         NA 194.16663 11275.8727   7.2665977 399.2821     427.8969
## [1372,]  8.9351159 218.39405 23774.2583   6.4148516 324.8447     413.0048
## [1373,]  6.4527808 190.32139 22034.9546   6.9146928       NA     353.8977
## [1374,]  8.4588147 225.71236 15677.9707   6.4100431 314.3314     636.2578
## [1375,]  6.9300825 210.42587 22802.0399   5.9453028       NA     473.7956
## [1376,]  6.2550700 173.84023 25456.2750   6.2331404       NA     482.0198
## [1377,]  5.6698188 203.45272 27244.6345   6.6049496       NA     361.2385
## [1378,]  7.9454075 211.80008 15938.2864   6.6364541 385.6527     392.1661
## [1379,]  7.4998442 210.98503 23707.4653   7.1485184       NA     484.8433
## [1380,]  4.6955161 198.91049 24767.1671   7.8797500 353.4847     512.8419
## [1381,]  6.7106335 203.64292 23748.1840   6.7266641 342.4414     455.9676
## [1382,]  9.5028567 175.58567  4466.2575   6.4164587 370.8519     406.3099
## [1383,]  4.4053271 169.74254 15039.7104   6.3081984 352.9177     424.2512
## [1384,]  6.8103448 166.59243 18852.1230   7.8477117       NA     294.3839
## [1385,]  6.9831331 181.11953 17503.3122   6.9316279       NA     181.4838
## [1386,]  6.9681313 205.98258 19207.3118   7.2859977 283.4786     459.1767
## [1387,]  5.7625522 184.84749 22159.0181   6.3022638 347.7752     449.4354
## [1388,]  8.3972481 199.49581 16772.2262   8.1172176 343.4038     402.4649
## [1389,]  8.8283267 189.97555 13527.9899   7.1459674 408.5912     338.5125
## [1390,]  9.3958422 162.15770  9225.7709   8.2750349       NA     451.5246
## [1391,]  7.5931769 201.06874 19214.1864   7.7101200 351.3861     451.2114
## [1392,]  5.1491333 198.33244 16795.3187   6.7080678 326.9526     303.3336
## [1393,]  4.9167405 191.46711 23425.3313   6.8575826       NA     316.4223
## [1394,]         NA 202.88699 24518.5743   7.2174084 360.1541     492.3521
## [1395,]  7.3712899 180.73653 25672.3120   7.3774224 310.5675     298.0531
## [1396,]  8.2787527 200.16222 29381.9364   7.2498787       NA     456.4707
## [1397,] 10.2029715 211.96340 21708.9493   7.4918950       NA     395.1408
## [1398,]  4.5621565 189.26142 23829.7929   7.8151247 325.1674     401.5517
## [1399,]         NA 205.95225 29743.8226   7.5186920       NA     430.2460
## [1400,]  5.2026720 195.32969 23051.4419   6.9595672 245.7289     473.5485
## [1401,]  9.1497339 230.56190 30468.6418   7.6676553 337.5580     539.6250
## [1402,]  7.6155570 204.86997  8403.2846   6.0123155 418.3094     311.1790
## [1403,]  7.8130676 183.69748  9812.1225   7.6076393 400.3735     539.6108
## [1404,]  7.7210327 203.35479 35800.6993   7.6833994 312.9190     424.9670
## [1405,]  9.0562447 197.66630 17403.5322   7.6889171 337.4602     414.7666
## [1406,]  8.0826571 213.75518 21689.6343   8.7717841 325.0343     508.1165
## [1407,]  5.8486671 210.44121 33095.3896   6.0958838 312.3758     482.4519
## [1408,]  8.4705460 199.48972 26559.3804   7.9043813 351.7389     491.5197
## [1409,]  9.2285816 180.94470 10345.3993   6.0569891       NA     397.0431
## [1410,]  8.1705880 208.27918 12806.8323   5.4892587 322.9240     472.0283
## [1411,]  6.3819771 211.91728 20709.2798   6.1711620 278.9493     525.0755
## [1412,]  6.9898138 221.00024 20769.5196   8.3610187 307.5232     326.5864
## [1413,] 10.3781082 200.00412  8644.8310   9.8235072 442.7614     473.8142
## [1414,]         NA 182.10057 17423.4080   6.8157187       NA     495.5131
## [1415,]  3.5908224 213.70230 33431.6711   5.5423636 308.3806     465.6301
## [1416,]  7.3885185 201.05771 13921.1462   7.7664947       NA     560.7747
## [1417,]  6.9668352 158.04307 12256.6783   7.1056191 371.5174     382.4439
## [1418,]  6.7034869 182.12951 24316.8751   7.0098058 341.3340     479.5375
## [1419,]  7.1396713 183.42797 16916.4135   6.5394159       NA     363.7677
## [1420,]  6.6487930 213.95999 16388.4053   7.6565062 357.7281     372.6870
## [1421,]         NA 182.05953 17869.4554   9.8329112 361.5377     359.4494
## [1422,]  7.9407132 197.04997 10762.9386   7.5158146 384.7911     406.1168
## [1423,]  8.2285638 182.19691 18132.0944   6.7120070 335.7805     569.9349
## [1424,]  8.6656921 162.35969  3802.4117   6.2815530       NA     337.9728
## [1425,]  5.0640425 214.52933 21035.1069   9.1348126       NA     471.1781
## [1426,]  7.8943228 176.31930 11697.6070   8.1981057 376.7840     383.0191
## [1427,]  7.0427939 194.04672 16733.1241   7.7019265 350.2440     504.9255
## [1428,]  8.3050640 177.17439  8451.3191   5.8071217 335.8717     361.6914
## [1429,]  8.2683076 168.68789 13181.6735   6.3832261 298.3071     294.2981
## [1430,]         NA 199.57053 25305.1029   5.9567922 329.1333     287.5961
## [1431,]  7.3975624 217.93680 24502.1551   5.9190991       NA     426.0030
## [1432,]  6.3672985 183.78949 11619.7097   6.0352213 343.8280     362.7754
## [1433,]  8.4106256 185.18374 29985.2499   8.1780080       NA     489.9043
## [1434,]  7.0982455 207.53538 22671.4798   6.2845821 295.5857     297.1065
## [1435,]  7.3225021 196.10430 19534.4216   6.6611574 297.8414     418.0755
## [1436,]  5.1982250 173.11982 11178.4035   5.8934584 343.2099     390.0656
## [1437,]         NA 213.47471 20626.5159   8.4420565 318.7388     337.8954
## [1438,]         NA 215.75022 36776.1375   6.6690566 294.1110     489.8859
## [1439,]  6.2809051 178.70720 16950.0159   7.8661352 370.3263     388.5526
## [1440,]  6.8239301 146.13060 13467.8798   6.4232244 289.5765     412.8405
## [1441,]  6.6299935 209.15702 20487.9238   7.2789116 332.8776     524.8833
## [1442,] 10.3015713 199.60936 11278.8297   7.4648931 433.4482     461.9793
## [1443,]  6.1231939 181.31242 15135.1272   5.8240419 293.8407     391.6103
## [1444,]         NA 196.13931 10540.3423   6.4594597 359.1687     400.6796
## [1445,]  6.8480335 165.81533  6068.4549   6.1321315 373.2068     442.7863
## [1446,]         NA 227.08269 45166.6394   8.0759675 279.7581     472.2459
## [1447,]  6.4115258 197.68488 19505.2969   8.2623979       NA     436.0565
## [1448,]  5.1226485 195.01889 17279.5137   7.0274413 336.4660     446.7122
## [1449,]  3.4348558 185.34296 22690.2444   8.1509544 309.2177     398.3701
## [1450,] 10.8481304 236.72505 14036.1637   9.0028850       NA     564.9028
## [1451,]  8.7253934 213.61037 18862.6731   8.6701267 324.0271     396.2290
## [1452,] 10.3517425 241.67180 18588.3033   8.7843782       NA     303.6881
## [1453,]  8.1740281 192.39043 19808.5378   6.9558213 377.7002     503.5222
## [1454,]  8.0340119 197.60939 25204.6741   6.5010969 330.5522     490.8215
## [1455,]  8.2055418 188.27719 19902.8238   5.0027919       NA     331.3456
## [1456,]  7.8938185 203.29662 16853.6763   7.3344282 339.7676     398.9895
## [1457,]         NA 218.40554 11370.6492   6.8668263 392.8419     284.5512
## [1458,]  5.4881355 192.50798 21715.7744   5.4540634       NA     553.2872
## [1459,]  8.1630740 162.23185 10494.5734   8.0874958 423.9520     487.3183
## [1460,]  6.8670007 184.24850 14464.1155   6.7593522 371.2838     497.7038
## [1461,]  5.8217069 220.12542 40009.7236   6.6318360       NA     493.1183
## [1462,]  7.4518888 203.20029 15825.1826   6.7542425       NA     348.9529
## [1463,]  6.8983150 228.80280 45939.6892   9.5640267 377.8135     392.3823
## [1464,]  7.5443401 180.11973 17253.3367   5.7412538       NA     575.9222
## [1465,]  4.1038679 168.28365 22207.4702   5.8500799       NA     344.8695
## [1466,]  5.3299388 196.03462 24000.5231   5.7295749 335.0923     511.7052
## [1467,]  6.9629935 206.81789 24036.5938   7.6914542 356.6326     552.2731
## [1468,]  6.8460599 177.82913 16515.6704   6.1472099 308.9017     542.9971
## [1469,]  6.2798422 175.89064 11582.5052   7.0599851       NA     430.3221
## [1470,]  6.7398497 197.37448 34702.4178   5.8696847 261.0680     390.0466
## [1471,]  5.4950354 184.43484 26744.3017   7.3565171 332.0303     459.6422
## [1472,]  7.5837703 217.28326 36343.4071   8.5327258 375.9644     393.8777
## [1473,]  5.8667027 159.43318 16298.0013   5.7847085       NA     525.2138
## [1474,]  6.3949805 220.42239 21051.2569   8.7395051 348.0478     353.3654
## [1475,]  5.8212616 204.04889 37174.0054   7.8678152 329.0196     466.7833
## [1476,]  5.5140622 212.55507 27859.7483   6.6463556 286.4748     524.5480
## [1477,]  6.7308836 192.43608 22296.0597   7.4505412       NA     326.3507
## [1478,]  5.1980676 200.46444 37200.2421   7.4010994 311.7949     573.1355
## [1479,]         NA 191.01231  9626.8932   6.1793769 353.0559     271.3684
## [1480,]  7.3623312 215.63726 28263.3106   6.4789485       NA     417.6082
## [1481,]  7.0661418 207.36143 22523.4336   8.0646931 343.2939     503.2533
## [1482,]  5.4203477 232.38683 25107.2086   6.5366798       NA     473.2681
## [1483,]  7.0153326 222.11300 16351.2263   7.8388842 353.1898     420.1369
## [1484,]         NA 246.23976  6974.2251   9.8124684 417.9118     355.5325
## [1485,]  6.0446718 150.67102 13593.6000   6.4562385 401.7374     392.2067
## [1486,]  6.1986503 246.47696 31369.5416   6.2189485       NA     527.0008
## [1487,]  7.6789451 178.20054 20243.0882   7.0994744       NA     363.9741
## [1488,]  8.0620661 125.70533 35381.6708   4.7401107       NA     463.4616
## [1489,]  7.2557986 200.16379 32595.1202   7.5724355 324.5515     489.2722
## [1490,]         NA 239.43995 15426.9151   8.7317512 392.3122     364.9565
## [1491,]  6.7924075 306.62748 28508.2169   6.8114155 293.0783     306.1155
## [1492,]  7.3681656 204.04145  8524.8746   9.4697635 429.8143     328.5653
## [1493,]  8.8377869 195.82721 11610.2079   7.8700615 332.7590     514.9260
## [1494,]  7.1081407 148.62461 23688.2052   7.0034877 339.1127     259.9638
## [1495,]  5.2896184 194.05639 21776.1702   6.2782927 359.0997     353.7729
## [1496,]  7.1692510 162.47823 39624.0872   5.4083540 300.6951     507.0270
## [1497,]  7.6950494 153.80978 11598.6824   8.0536420       NA     297.6759
## [1498,]  8.6931499 219.17830 16559.8773   8.8770106 355.3050     545.2287
## [1499,]         NA 184.78604 18113.0173   8.3190799 381.5132     530.2484
## [1500,]  6.9997645 219.14337 16078.4594   7.6521351 355.6889     282.5023
## [1501,]  6.8979227 173.39093 16616.5166   6.3529335 329.3398     337.4361
## [1502,]  6.3823146 212.83851 24259.7517   7.3605045       NA     342.5814
## [1503,]  9.9170921 196.60375 37215.2268   7.4080175 247.9349     522.5486
## [1504,]  5.6090254 271.63082 26955.3302   6.7727534 296.6516     443.8726
## [1505,]  6.2774631 225.94193 22807.3389   7.3892596       NA     328.6844
## [1506,]         NA 190.26737 15255.1153   7.5976876 366.1923     418.4767
## [1507,]  7.7143127 191.69264 19789.6361   7.8565569 340.3263     377.9264
## [1508,]  6.3512865 162.21335 22337.4484   6.8679636 379.6138     337.0773
## [1509,]  7.9588714 184.82856 26845.6610   7.6737190 327.2391     389.2642
## [1510,]  6.6181866 164.25456 13776.6218   5.9254623       NA     315.1994
## [1511,]  6.0007233 161.00231 21111.6641   4.3391260 301.3072     384.7533
## [1512,]  6.3929278 159.16893 21217.1586   5.2988773 317.2568     305.2436
## [1513,]  6.9772679 223.27889 20287.3598   5.2747447 282.0857     377.0004
## [1514,]  6.3534368 218.54936 18664.8443   6.6903937 312.3930     503.4149
## [1515,]  6.0199400 140.86790 20666.4101   6.9035246       NA     428.6953
## [1516,]  7.3301969 159.80372 14884.3400   9.1945748 411.1007     404.1959
## [1517,]  9.2413388 157.92749 31598.5364   6.7780541       NA     464.0255
## [1518,]  6.5931745 176.61283 21857.8389   4.7090443       NA     310.4360
## [1519,]  6.9482654 225.23176  6874.5860  10.1169842 429.0456     386.5821
## [1520,]         NA 210.73285 13671.4160   8.5461870 418.4706     352.2523
## [1521,]         NA 214.72570 21093.2174   7.3664972 291.2833     539.0065
## [1522,]  5.9383212 214.46957 10815.3994   7.7955427       NA     626.1287
## [1523,]  8.2495505 230.93283 32898.7494   7.0199711 280.6750     364.9311
## [1524,]  6.9038170 258.52684 35455.7096   4.8813766 206.2472     318.6226
## [1525,]  7.6056748 210.37144  9583.7104   8.5094033 371.4717     325.6837
## [1526,]  6.5892905 108.69908 34298.1529   4.9494098 317.6102     324.5903
## [1527,]  7.5118166 174.61413 15736.8940   8.0342839       NA     303.1081
## [1528,]  7.3014447 143.43135 46718.5560   4.7687808 252.4665     446.8397
## [1529,]  6.7882916 182.03690 25661.3605   6.9398532 352.3449     419.8959
## [1530,]         NA 184.04099 23727.0941   4.9644489 277.6808     382.8477
## [1531,]         NA 194.76121 38119.1856   6.9981578 333.2892     436.9274
## [1532,]  6.6925317 200.40435 37033.1521   4.7270723 280.8449     376.6728
## [1533,]  6.0281011 262.80848 17150.1005   9.3783901 380.3014     514.5457
## [1534,]  6.7159406 218.06238 17180.1882   8.9159709 393.2758     349.0031
## [1535,]  7.4907867 202.45806 26551.3701   7.1207723 312.9340     306.3456
## [1536,]         NA 287.37021 41325.4435   5.5172797       NA     375.7245
## [1537,]  6.3365887 106.38011 15570.1423   6.8514049 441.5877     380.4330
## [1538,]  7.3817576 203.46030  1372.0910  11.1291537 475.7375     361.3425
## [1539,]  7.2560150 196.64982 44184.2305   5.2655576 260.4256     324.2501
## [1540,]  7.0258218 147.96806 21226.6655   7.3423806 387.4029     421.0999
## [1541,]  7.6068805 183.84010 29339.9293   5.7036171 259.5347     426.9859
## [1542,]  6.9838604 202.25628 11848.7697   7.6575341       NA     486.9705
## [1543,]  6.3470200  97.28091 19743.1484   3.4026816 305.4312     502.9190
## [1544,]  7.3228284 230.34290 24682.1245   7.4255805 323.8327     349.3132
## [1545,]  6.7775064 207.05075 15228.9129   6.1824095 321.3994     523.2417
## [1546,]  8.3703650 155.55357 27193.3174   5.7914525       NA     356.5199
## [1547,]  6.6427557 168.89642 36505.5243   6.0625611 298.5525     474.0575
## [1548,]  6.2175849 203.70722 15597.6409   7.7514612 361.2478     452.9220
## [1549,]  6.6301222 192.52170 36269.7013   4.9738663 277.4993     320.4709
## [1550,]  8.0510222 171.75175 28338.6640   6.3921207 319.0051     496.9063
## [1551,]  8.4160868 208.32602 28234.9069   7.7841230 297.3305     444.5601
## [1552,]         NA 166.91399 24037.5105   7.1367126 349.8853     411.4785
## [1553,]  7.9330677 204.72428 12732.8882   7.7171867 331.0872     449.6856
## [1554,]  7.9176086 181.52539 15805.6502   7.2630180       NA     291.7961
## [1555,]  8.9420460 215.67379 56488.6724   3.2314384 129.0000     541.9155
## [1556,]  7.0339454 246.62287 15428.4509   7.5707686 305.6164     516.2178
## [1557,]         NA 158.20765 45243.0290   4.0648779 247.1800     399.7670
## [1558,]  7.5800488 225.08855 31749.9244   5.8847951       NA     503.9087
## [1559,]  8.4732491 129.24008 20465.5886   7.2129167       NA     590.9066
## [1560,]  6.8164169 237.26950 24170.2749   8.7060124 349.7722     477.0240
## [1561,]  6.4600335 215.44064 35775.7934   6.5025441 307.5635     365.0941
## [1562,]  6.2278268 169.92622 22550.4923   4.9735927 297.4045     460.4154
## [1563,]         NA 190.56752 18589.0312   7.4703525 362.1470     471.4448
## [1564,]         NA 195.54097  4142.4990   9.8927034 462.4742     435.4182
## [1565,]  5.6327316 283.99728 28315.4378   7.1446551 318.4651     425.9842
## [1566,]  6.1912414 231.32280 29778.3579   4.3810967 248.3044     488.9542
## [1567,]  7.7010328 121.57514 16978.9268   6.8124156 354.2503     368.2246
## [1568,]         NA 187.04328 24634.5524   9.0818805       NA     443.8434
## [1569,]  8.8326411 199.42504 25100.1314   6.8176602       NA     453.7580
## [1570,]  5.6460833 219.34293 22455.6950   8.2837577 386.0388     401.2563
## [1571,]  7.3321040 185.41508 24412.5035   7.2538519       NA     310.2620
## [1572,]  7.8967439 197.60208  9407.6640   9.6100559 400.2746     270.7941
## [1573,]  5.6752947 228.59039 39172.3896   6.0147378       NA     330.0786
## [1574,]  6.0106176 184.55858 15940.5733   8.1652220 421.4861     314.5298
## [1575,]  7.9860185 180.79556 24712.9934   5.6878654 287.5709     434.9545
## [1576,]         NA 263.85768 16670.9960   7.7582370       NA     427.8115
## [1577,]  7.1596139 167.82332 30897.9900   5.4849204       NA     437.3486
## [1578,]  7.5651981 213.42827 11246.4266   8.2086778 377.2217     341.7165
## [1579,]  6.8655685 231.44505 22585.7888   5.6763872       NA     496.6034
## [1580,]  5.7366757 180.29091 12683.4833   7.9078767 423.8763     415.0066
## [1581,]  6.1290696 198.02110 22207.4829   7.3874512       NA     464.8513
## [1582,]  5.9913711 186.72263 28702.9524   5.9222929 338.0276     430.1852
## [1583,]  9.7233772 190.89742  9076.6465   9.7520880 357.3847     443.0374
## [1584,]  7.7363128 225.06310 19496.8486   7.1583429 289.9460     433.9740
## [1585,]  6.7157995 193.16250 16006.9726   6.3691628 314.4524     316.2780
## [1586,]  7.9667626 163.92724 13354.7065   7.4769692       NA     366.3795
## [1587,]  8.2425586 155.61611 24042.1882   7.6392100 338.2939     418.2638
## [1588,]  6.5395461 215.44520 28979.7676   7.0153653 312.3355     426.0835
## [1589,]  6.7853841 216.64707 13098.8583   5.5655295       NA     343.9724
## [1590,]  7.0079746 248.90471 26136.3136   7.7737360 335.0542     403.7543
## [1591,]  7.7403839 179.30238 12477.7718   9.9896284 421.3940     471.7832
## [1592,]  7.9180871 175.33724 29565.7111   7.4321795       NA     322.5334
## [1593,]  5.7727697 186.06060 26693.7616   5.8085795 333.0734     312.8694
## [1594,]  7.5716845 173.00834  8835.5559   9.5661054 436.2941     305.8345
## [1595,]  8.7335253 203.39613 24578.4212   6.5941449 288.6785     336.8247
## [1596,]  6.9178584 200.70551 27651.6091   6.5297745 321.6965     453.6375
## [1597,]  8.5127809 157.66692 33092.6694   6.7654692 305.8556     377.6189
## [1598,]  6.5391153 218.61970 23308.2969   7.1774453 355.4438     585.1664
## [1599,]         NA 228.75682 32161.8401   6.9612966 314.1433     309.6084
## [1600,]  8.2270831 274.35189 40546.9563   7.1301611 241.4469     417.6737
## [1601,]  7.2741981 156.11083 16255.9014   7.6545502 381.1805     591.8015
## [1602,]  7.1189802 160.96260 32528.1156   5.0891276 292.2879     440.3179
## [1603,]         NA 163.40982 32865.5095   6.0667930 317.4675     279.6468
## [1604,]  5.9419425 249.16357 14778.0329   6.3906794 335.7961     517.5468
## [1605,]  7.2789109 135.25927 22184.5270   7.1565405 357.9098     480.1431
## [1606,]  7.4451890 150.77572  4168.1970  10.5734029 476.5397     355.5785
## [1607,]  6.4424964 183.07135 11592.4456   8.9607360 408.2427     385.0149
## [1608,]         NA 190.87747 39802.5149   5.2166832 288.2315     365.1482
## [1609,]  6.9197262 194.85900 35558.7316   6.3719775 299.7867     394.8293
## [1610,]  6.4723710 164.76890 24246.5036   7.6230123 373.2128     368.0795
## [1611,]  8.2512178 167.38535 17617.8763   7.0444326 323.4000     277.4127
## [1612,]         NA 191.66518 18964.0923   8.1483585 318.9924     354.1018
## [1613,]  6.7071082 211.08650 10794.7839   7.9671884 373.5719     406.1986
## [1614,]  7.2401945 154.13758 31144.7031   4.8070693 261.2133     451.0158
## [1615,]  6.5284908 184.42916 10835.2012   6.8263306 378.7757     430.4188
## [1616,]  7.0318392 175.46586 12653.9441   7.8366060       NA     571.8221
## [1617,]  7.4943911 205.19071 25058.1602   6.8816589 327.9494     313.0915
## [1618,]  6.9574336 214.38014 15007.4215   6.9971600 328.8188     468.5551
## [1619,]         NA 179.40817 16589.8116   8.4058423 317.8375     327.6509
## [1620,]  6.9623246 205.18302 35229.0770   5.0887105 254.7299     360.0590
## [1621,]  6.5096216 197.75950 20122.1926   6.8627821 353.0120     472.7094
## [1622,]  8.0692979 191.00411 16654.5094   8.0382127 350.5780     418.2001
## [1623,]  7.2133754 213.76718 27377.6998   6.9153015 327.7174     457.5116
## [1624,]  6.7908382 271.60121 14348.5729   9.9233155 368.8420     610.6296
## [1625,]  6.9752092 175.42104 35701.1553   5.4942543 290.0528     401.0588
## [1626,]  7.4222253 203.32331 40148.1237   5.6023135 256.5905     401.7755
## [1627,]  6.5050658 226.41961 16982.1320   6.9384671 318.2457     484.0923
## [1628,]  6.6178623 174.28057 33245.6306   7.0221870 326.1685     479.9205
## [1629,]  6.7697693 178.33175 16980.2585   7.0516974 369.9063     299.4050
## [1630,]  6.3417512 139.95947 18058.3203   8.3613374 417.6024     347.4644
## [1631,]  7.0588661 191.54840 16473.0671   8.4357894 367.8532     462.9937
## [1632,]  7.5392874 258.49008 26999.3821   7.0020925 266.8031     352.1959
## [1633,]         NA 163.16725 36525.5509   5.5129270 284.6243     522.6005
## [1634,]  7.4908077 198.96651  6873.5599   8.5343288       NA     440.4712
## [1635,]  6.0374282 227.03399 12988.7912   8.4769054 392.3805     306.3863
## [1636,]         NA 158.69521  8721.2319   8.1044975 425.7103     471.0735
## [1637,]  6.7066952 232.92660 27881.5044   7.8814481 337.1110     443.2088
## [1638,]         NA 156.38812 26885.8349   4.8942814 291.9187     554.2214
## [1639,]         NA 186.36555  7557.0213   9.4542073 406.0381     288.3687
## [1640,]  6.7588517 218.15348 22540.7752   7.1964351 304.6806     382.5027
## [1641,]  7.4867809 151.20259 31130.2126   4.5840712       NA     351.5754
## [1642,]  6.9041214 228.96042 10836.9698   7.7925933 362.2966     513.1888
## [1643,]         NA 155.26261 42617.3034   5.8294242 449.2677     456.1853
## [1644,]  7.3489371 267.65522 15818.2613  10.5746815       NA     541.7551
## [1645,]  7.8460579 224.05888 23264.1100   5.9223670 300.4026     387.9713
## [1646,]         NA 229.62062 19955.7105   7.6086533 285.4327     491.8806
## [1647,]  6.1798098 248.83326 15391.5592   8.0142571 273.0869     487.6257
## [1648,]  6.7556693 209.36207 13821.5562   7.5574149 334.6195     499.0709
## [1649,]         NA 213.65229 28266.7551   3.6321136       NA     483.7980
## [1650,]  7.2665988  98.45293 36490.1430   7.1388139 423.1875     502.8831
## [1651,]  8.2181711 116.06195 22465.6876   5.0004506       NA     408.3602
## [1652,]  6.9800619 164.12718 17625.4664   6.4795578 372.7483     492.7034
## [1653,]  6.3819790 235.94511 18982.9538   8.2865139       NA     511.4852
## [1654,]  6.6480055 191.84180 15176.2907   5.6616626       NA     471.0471
## [1655,]  5.8999366 205.91379 30379.3594   9.4461480 312.2832     512.3365
## [1656,]  7.2609044 189.07796 21391.1625   6.5768662 356.6222     390.2853
## [1657,]  5.5759206 223.37401 14553.1323   9.6891754 234.6098     252.9683
## [1658,]  5.4674013 197.02893 12883.1635   9.2648831 347.4213     355.1757
## [1659,]  6.0900161 216.73623 12558.8980   9.2972996 317.9832     409.4272
## [1660,]  8.2054471 145.79732 17981.2548   6.5804602 359.3926     420.3942
## [1661,]  7.6705059 123.33664 33843.6194   5.2163687 390.7458     462.9676
## [1662,]  6.7910972 209.12816 20149.1797   5.8039999 288.3569     291.3042
## [1663,]  6.0067695 226.87410 20279.7010   8.1664163 225.5166     275.9866
## [1664,]         NA 204.38479 32951.3164   5.9952768 324.5052     339.6419
## [1665,]  6.3363428 214.07198 14619.6273   6.5844142 315.9968     370.7956
## [1666,]  7.4732354 223.26494 19932.5852   5.7701068 317.7089     590.3251
## [1667,]         NA 214.19308 21671.2783   8.2729398       NA     473.4154
## [1668,]  7.3801048 237.92264 16862.5435   7.1018169 306.1829     478.6545
## [1669,] 10.0676330 144.61396 39716.1318   4.5033659 390.9103     415.0508
## [1670,]  5.9159443 274.26362  6967.7356  10.0694345 247.6457     321.2368
## [1671,]         NA 171.69502 38971.0510   8.3655785 385.9537     397.4417
## [1672,]  6.1248473 151.69136 15092.0176   6.6107879 382.3190     388.1375
## [1673,]         NA 137.25343 20593.9337   3.9611107 393.6846     520.4105
## [1674,]  7.8764951 250.89662 15741.0816   8.0757381       NA     391.2588
## [1675,]  6.0210513 178.22368 18966.3630  10.2135746       NA     400.5663
## [1676,]         NA 193.16761 20894.4005   7.3315684 359.4265     417.4248
## [1677,]         NA 166.69669 14807.4136   6.8018608 269.7076     536.3370
## [1678,]  6.5854502 166.96596 30210.2504   9.5082987 340.2458     430.0786
## [1679,]  6.3426712 157.04613 21079.6062   7.2750778 318.8534     351.0243
## [1680,]  6.6329903 238.32475 12829.0928   7.3473606 331.3019     451.7344
## [1681,]  5.4007001 197.91899  9968.9627   7.8789978       NA     503.8964
## [1682,]  7.4601478 221.34321 25480.9184   6.9269432       NA     438.6196
## [1683,]  6.7098220 148.25319 20922.1545   4.6335738       NA     400.3428
## [1684,]  8.0548933 239.13978 28545.3554   5.0968938       NA     574.4028
## [1685,]  5.3651924 238.29121 16262.9392   7.5079310 255.5447     393.5339
## [1686,]  6.9203890 252.35280 11086.2599   9.9933757 285.7448     368.6291
## [1687,]  7.0254565 184.48443 31659.9627   5.2320196       NA     559.0029
## [1688,]  7.9742484 173.75078 26848.6298   6.0555337 337.9405     347.7481
## [1689,]  8.0310552 222.62842 18134.8350   8.7545130 314.4716     452.9703
## [1690,]  7.6140568 213.69117 17598.2004   8.1313194       NA     384.0873
## [1691,]  7.6435784 209.86084 21885.5038   9.5292278       NA     337.6322
## [1692,]  7.7313150 169.04968 38356.2265   6.0284543 297.3294     525.8794
## [1693,]  6.2684028 154.68190 23050.3313   6.8329383 290.7032     421.2202
## [1694,]  7.3699116 155.64481 19283.4021   5.4350247 399.9408     391.3242
## [1695,]         NA 241.18068 25696.3209   5.6945566 333.9020     386.2984
## [1696,]  6.3203753 165.82155 20481.6421   7.6059583 354.2890     422.3410
## [1697,]  7.2900886 205.21311 26115.6163   5.1378906 357.7941     402.8748
## [1698,]  6.3565111 164.61819 17538.5412   8.3451924 345.1450     430.9595
## [1699,]  7.9740650 160.22418 29477.7644   2.4560136 324.0556     371.2120
## [1700,]  4.9435084 267.53303 11870.4249   8.8778686       NA     417.4125
## [1701,]  7.7003623 220.57180 29432.2083   6.3562936 322.7503     444.9576
## [1702,]  6.0546072 228.19803 10215.8124   5.9839742 306.7969     441.4985
## [1703,]  4.2214207 120.56013 34370.1971   7.9608878 411.5808     436.7746
## [1704,]  8.5458903 255.32487 31056.5788   3.6197790       NA     426.8834
## [1705,]  7.7521762 182.06470 13655.6807   6.8172472 337.7538     328.2173
## [1706,]  5.5881298 220.81752  8730.3124   8.3218968 300.2204     412.7086
## [1707,]  8.6498686 178.58875 18503.7665   7.2408198 356.2631     329.5042
## [1708,]  7.8992565 187.70065 32210.8163   4.9967631 320.5324     400.1498
## [1709,]  5.9522680 136.89053 28105.9649   7.3309576 389.8097     423.9640
## [1710,]  8.0401876 201.80922 11861.5509   7.2003098 300.3984     420.5492
## [1711,]  4.3132192 191.11934 12770.8318   8.2315745 284.9459     499.8548
## [1712,]  6.7070169 209.77881 14794.4114   7.8092915       NA     553.6445
## [1713,]  5.8535606 186.80775 19790.8569   6.6157807       NA     489.7969
## [1714,]  8.8174028 175.75497 23173.3195   6.7308609 367.1542     552.0745
## [1715,]         NA 171.43498 39207.5892   4.7105100 354.4446     381.6854
## [1716,]         NA 193.57716 19671.3512   7.5688966 342.6734     322.7357
## [1717,]  7.4764085 246.18472 27109.8956   9.7919608 341.1636     339.7300
## [1718,]  7.6914863 155.18532 36578.2237   7.6907277 405.1694     536.8896
## [1719,]  7.3673719 176.33521 16663.6025   8.0627827       NA     354.7649
## [1720,]  8.9279059 188.05442 22139.8788   4.2527214 376.3346     438.5156
## [1721,]  5.6212273 221.64944 11123.8862   8.8094331 314.8713     326.3509
## [1722,]  6.4506449 201.59667 27682.5074   5.6551389 316.1059     573.0338
## [1723,]  7.5665171 205.39658 30823.7305   7.8166360 354.1760     395.2973
## [1724,]  6.1156375 240.97516 15765.7867  10.0883449 339.4024     407.3195
## [1725,]  7.5952287 188.37328 32869.4744   6.7455884 365.2087     326.6271
## [1726,]         NA 279.23242 11380.2986   8.5861006 314.1626     467.6281
## [1727,]  7.1312219 165.90902 18969.8249   7.6903626       NA     510.9823
## [1728,]  7.3997247 258.01995 18535.0465   5.4971592 339.8390     354.6673
## [1729,]  7.0024799 168.95259 20518.5554  10.1359869       NA     457.6468
## [1730,]  5.3453454 238.51023 10315.3540   7.8226007 281.7717     496.3509
## [1731,]  6.1859512 174.79612 22198.9294   7.6084955       NA     479.0918
## [1732,]  6.0700910 161.53027 26764.4944   6.2415265       NA     485.8663
## [1733,]  7.0955693 196.73493 30235.1708   5.9849012 308.2037     453.9548
## [1734,]         NA 189.76165 16737.1082   7.0314237       NA     410.4797
## [1735,]  3.9285565 191.66600 17328.1615   7.6924172 306.4796     406.0856
## [1736,]  6.3529731 244.84672 13858.7039   9.1794419       NA     403.5605
## [1737,]  5.9991252 219.71611 19345.7913   6.0296415 264.2851     497.4772
## [1738,]  8.8995884 208.10655 17915.0860   4.7935745 334.5718     381.1594
## [1739,]  7.3753376 194.86808 28767.7574   5.0741458 349.9852     495.0371
## [1740,]  8.9793229 184.30922 24967.3230   6.2645843 335.2169     485.5832
## [1741,]  8.5323775 216.45411 30268.4213   6.2989698 330.9785     436.1650
## [1742,]  7.2135375 176.64006 34727.4086   5.1622780 287.7069     332.1995
## [1743,]         NA 184.66689 14368.1282   8.1299117 334.7534     472.3300
## [1744,]  8.8955745 107.38333 27622.7463   6.1633197 460.1071     444.9296
## [1745,]  6.5827642 219.18481 21961.5269   6.9879778 348.9000     341.2099
## [1746,]         NA 204.24057 14665.4048   8.5813197 360.3888     359.6222
## [1747,]         NA 160.59576 49125.3601   6.3443900 409.5020     327.9246
## [1748,]  5.9865939 275.88651 21229.0833   8.9404299       NA     354.1119
## [1749,]  6.8412211 166.67695 28263.8037   7.1157147 318.7902     532.1847
## [1750,]         NA 157.82735 21716.4237   5.4063940       NA     478.9990
## [1751,]  7.1461172 181.43442 33266.5716   8.3817377 373.1971     485.1092
## [1752,]         NA 237.70568 21862.7536   8.9614251 318.1727     434.3883
## [1753,]  7.5075753 172.50402 18328.6959   6.9077361 351.4186     377.0751
## [1754,]  7.9971758 214.81963 20575.5732   6.1913992 312.0081     513.5404
## [1755,]  5.1743460 234.32857 11746.6075   6.9612654 314.9868     407.1023
## [1756,]         NA 191.15048 23172.2815   7.1321537 290.7092     365.1406
## [1757,]  6.4790926 180.95867 28165.8726   7.1600840 371.4054     370.2898
## [1758,]  7.8115124 258.89160 20911.9047   6.3617563 289.1422     421.1330
## [1759,]  7.4372167 242.72997 20185.5872   6.1216622 306.1693     413.6560
## [1760,]  7.9538781 178.06655 18677.2792   5.6995400 368.2177     356.2943
## [1761,]  6.3965699 243.72471 12278.9853   6.7945514       NA     489.4493
## [1762,]         NA 208.36705 22444.0901   5.4042483 338.0637     540.8995
## [1763,]  8.0581360 191.27793 29298.3595   6.1291726 356.6453     278.5026
## [1764,]         NA 149.83890 20283.7836  10.0058708 383.1131     355.1849
## [1765,]         NA 220.98516 26492.7162   4.9497874       NA     388.9690
## [1766,]  9.4972612 124.48281 33681.3301   4.8146560 427.1845     530.2170
## [1767,]  7.9847107 121.06736 40709.7817   5.7968413 445.3595     338.5100
## [1768,]  6.2611106 270.46617  8572.4215   9.9220762 286.3276     490.9427
## [1769,]  6.9578027 219.23995 20215.6328   7.0540932 306.6474     431.3707
## [1770,]  9.6631590 131.71190 24387.9681   4.2341430       NA     428.9064
## [1771,]  6.7327137 197.76697 33820.6458   7.3967641 353.1763     321.3645
## [1772,]  4.8860571 272.92039 15496.6117   6.9851791 266.5622     569.5813
## [1773,]  9.6102203 156.92955 33954.4355   4.6390275       NA     485.3792
## [1774,]  8.5185318 128.26347 32018.2896   6.0587402 458.4411     554.1390
## [1775,]  6.9507865 201.80549 21709.6477   6.1207711 352.3038     417.1844
## [1776,]  6.0230227 170.73229 10925.3601   8.2009726 305.7965     508.8511
## [1777,]  9.0114804 167.91892 34865.3577   3.1395527 400.6918     385.4096
## [1778,]  7.9467679 277.11695 24244.1120   7.5611758 273.3843     306.8374
## [1779,]  7.7096174 189.80291 32910.5252   5.7580555 367.7619     397.8456
## [1780,]  6.0816154 209.05968 10120.1127   9.4067735       NA     410.5091
## [1781,]  8.1461858 191.38241 20506.6984   5.4769487       NA     445.9312
## [1782,]  8.1418611 210.37656 25433.4650   8.3908119 385.2367     321.8675
## [1783,]  7.7033568 211.34469 12861.9465   9.2453058 347.6308     598.6629
## [1784,]         NA 149.04285 27687.7376   8.6607113 284.9458     288.5177
## [1785,]  9.2528565 168.04075 50279.2624   5.9050558 415.4508     400.0036
## [1786,]  6.0476515 177.44426 28633.8464   8.1743845       NA     386.6612
## [1787,]  6.1528578 171.12529 24978.4832   8.2164859 323.8244     406.0944
## [1788,]  9.0749229 184.91505 21633.7217   7.4273806 394.1965     339.3553
## [1789,]  7.4365372 167.32847 31935.6907   7.8963646       NA     398.5742
## [1790,]         NA 259.67104 11949.5979   9.4354460 279.0010     469.2876
## [1791,]  7.1300992 275.67978  9480.6178   8.4159483 295.6188     383.4551
## [1792,]  6.7921255 165.79429 17782.6044   4.9706012 307.7527     370.6006
## [1793,]         NA 230.43076 14916.9861   9.6185165       NA     379.1728
## [1794,]  8.8856263 171.83978 19113.0119   6.5032973 404.1043     399.6726
## [1795,]  9.4753163 149.55809 32568.1535   5.3338600       NA     436.2031
## [1796,]         NA 168.96303 21030.2345   5.5640025 404.3431     440.9521
## [1797,]  7.1831087 225.11608  5097.8258   6.0816641 361.6314     294.9912
## [1798,]  6.1574431 155.83571 25937.7114   8.1631439 298.1924     533.2884
## [1799,]  6.4678683 236.69465  7656.4132   9.8409486 214.4608     356.3478
## [1800,]         NA 162.93537 24916.6256   6.3744957 388.3127     494.2888
## [1801,]  7.4881335 177.35305 24786.0505   8.6133037 369.2107     387.8681
## [1802,]  7.3235451 184.13607 21044.2027   6.8429472 327.2612     379.4925
## [1803,]         NA 253.66204 13568.2712   9.2286029 256.0895     554.5737
## [1804,]  6.5307961 138.00767 19174.5933   7.3479515       NA     490.6441
## [1805,]  6.9314704 156.84119 35793.7578   7.2863358 384.6548     398.6479
## [1806,]  7.7746452 194.73386 13829.9391   5.6031204       NA     321.9057
## [1807,]  8.1075001 173.66468 27277.5800   6.6436201 354.0373     330.2115
## [1808,]  6.3068645 220.96998 22418.9082   7.1533636 283.9760     350.9092
## [1809,]         NA 165.73795 22900.1183   5.7356892 379.3749     473.8049
## [1810,]  6.6096803 216.42803 17963.8668   7.7253140 346.2853     466.1030
## [1811,]  6.6322059 232.73855  9809.9040   8.3367779 302.3258     458.3668
## [1812,]         NA 247.16402 18939.6165   7.0863747 305.0400     419.4531
## [1813,]  5.7167557 197.10421 12641.5278   8.7020614 287.0126     345.0839
## [1814,]  7.7404539 182.54107 19713.5044   8.8543861 382.3416     489.0470
## [1815,]  6.2772774 148.18601 22916.5722   5.0356332       NA     474.6180
## [1816,]  8.0063733 116.72512 45041.1491   5.1652924       NA     367.6890
## [1817,]  6.5130166 185.33854 26262.5455   6.7421502 289.0143     410.1013
## [1818,]  6.2341977 227.56087 22195.2104   9.4555984       NA     351.1801
## [1819,]  7.2771440 194.88086 18270.1051   6.1219313 344.8798     402.6646
## [1820,]  6.0445130 211.57738 30191.6925   7.7142916 329.1670     431.0964
## [1821,]  6.6430265 205.23312 20511.3692   5.9081110 313.3538     455.6933
## [1822,]  5.1504565 186.56085 18655.5419   7.0243065       NA     379.5379
## [1823,]  6.1105452 166.63731 21319.7944   7.6812446 311.2536     340.6306
## [1824,]  7.8311177 182.47388 19130.9615   6.8030615 340.2759     433.4604
## [1825,]  6.9807272 200.46723 30862.7845   6.1962763 391.6669     422.4896
## [1826,]  8.5527824 217.80332 39030.6037   6.9867052 373.7462     340.5662
## [1827,]  6.4493794 275.74672  8607.6125   7.7016304 272.1976     384.3807
## [1828,]  7.3920840 173.52878 20185.6762   9.1209314 384.1172     310.0749
## [1829,]  8.3607958 218.13962 28722.1758   5.5367052 310.2866     471.5536
## [1830,]  7.6198451 113.50470 37279.1289   6.3600702 377.8752     285.3499
## [1831,]  5.4045107 258.90349 10168.1765   9.6481971 248.7120     396.9112
## [1832,]  7.0793035 137.00736 24282.1548   5.7056928 433.6339     342.7253
## [1833,]         NA 233.84662 32496.6402   6.6373844 347.9864     424.6498
## [1834,]  7.1617149 238.33358 13680.7641   9.2741195 284.4078     478.7670
## [1835,]  6.8549469 149.85349 16203.0907   5.7348036 375.7187     350.3447
## [1836,]  7.3095564 244.83977 22277.6260   7.7155718 369.0388     477.2354
## [1837,]  9.3134659 133.14175 41982.6107   6.6280372 417.2454     267.8017
## [1838,]         NA 216.27162 26964.3172   6.3835483 418.4942     573.1596
## [1839,]         NA 250.62347 30797.5200   6.3814520       NA     338.8142
## [1840,]  6.1879381 249.52711 12682.1509   6.2532241 263.2684     274.7647
## [1841,]         NA 240.98419 11429.2012   5.5159774 267.6808     323.1575
## [1842,]  7.9653373 151.54189 25274.6103   7.1060435 352.3162     527.6882
## [1843,]  9.2643909 160.42869 19607.7549   3.9887489 416.6984     427.7938
## [1844,]  7.7540444 193.44985 19019.2795   8.1070669 377.9900     597.4860
## [1845,]  9.3938917 252.73925 13150.2075   7.1665923       NA     368.8346
## [1846,]  8.1760796 201.55370 21856.9886   5.2410474 320.2601     464.8033
## [1847,]  8.3376962 168.46918 30969.0476   5.4521618       NA     302.4223
## [1848,]         NA 207.42689 11963.3237   7.6645457 325.6330     502.0530
## [1849,]  7.1910249 151.30667 23781.3287   9.2144091 403.7884     465.1268
## [1850,]  8.6136986 235.94444 20862.4559   7.6225648 378.7587     418.6975
## [1851,]  7.7930392 257.65774 17398.3858   8.2712457 251.3839     439.7016
## [1852,]  3.8788794 177.71284 21937.4716   7.3697686 299.2416     447.3038
## [1853,]         NA 164.31710 25236.7013   4.3652382 350.5843     413.6922
## [1854,]  3.9782846 160.81847 14433.7805   8.4108922 311.2953     414.3282
## [1855,]  5.9640654 241.03090 22168.3316   6.2081178       NA     486.5169
## [1856,]  7.5320586 185.50656 24454.7259   5.7911025       NA     393.9719
## [1857,]  7.2335384 231.56083 16621.4948   6.0730409       NA     475.8216
## [1858,]         NA 202.81114 11900.0552   8.9480877 367.5335     379.5646
## [1859,]         NA 115.39298 46077.3585   5.2893067 437.5923     422.0174
## [1860,]  7.4807281 117.05731 28357.9428   4.7028209 414.8558     472.0593
## [1861,]  4.4770917 236.28249 26843.4704   4.8426583 207.8905     456.9798
## [1862,]         NA 207.39110 25110.0376   6.3297911 345.5926     420.2191
## [1863,]         NA 162.26369 28790.5477   7.6212341 377.7194     364.2736
## [1864,]  6.3140775 124.84799 31114.6357   5.7139404       NA     396.6730
## [1865,]         NA 233.69384 17317.6873   8.9465042 264.9160     311.9742
## [1866,]  8.8226104 216.43258 27109.2397   7.3221628       NA     384.0185
## [1867,]  6.9226524 185.81899 14682.6658   9.8868313 341.0664     560.7877
## [1868,]         NA 169.67353 25541.1528   5.4572992 393.2647     359.7781
## [1869,]  6.9045369 110.86579 32981.2584   2.6212676 368.3870     417.2494
## [1870,]  6.5480176 176.00654 38368.0126   7.4150539 278.0933     291.1215
## [1871,]  6.5810828 217.53850 24480.6718   5.8371518 310.6329     476.4587
## [1872,]  7.8646497 218.15311 23045.7262   7.4320109 349.9229     414.3651
## [1873,]  6.1369072 151.78432 20561.6947   8.4878560 384.1561     363.6185
## [1874,]  6.9470285 168.87954 17540.0302   6.4094763 387.2999     372.0228
## [1875,]  6.2033225 214.85011 29426.4738   8.0348682 369.7267     319.7667
## [1876,]         NA 240.13457 38097.3298   5.4004973       NA     359.5763
## [1877,]  8.3731709 179.52141 22022.6262   5.2150423 339.4922     396.6967
## [1878,]         NA 205.30415 12190.1716   7.0448330 313.4117     374.5232
## [1879,]  5.9212471 200.94373 17397.4029   6.7562000 279.2023     380.4998
## [1880,]  8.8298062 216.12214 17732.9147   7.8563118 377.2538     301.8960
## [1881,]         NA 187.61344 13427.0686   7.3175697       NA     507.5675
## [1882,]  6.8322174 164.27439 14015.0448   6.0559850 281.6780     389.9781
## [1883,]  9.2813026 215.90762 36622.2286   3.9034962       NA     383.2600
## [1884,]  7.4562508 226.53829  9163.2944   5.7262236       NA     417.1252
## [1885,]  7.0882510 172.68930 25399.1090   6.9412167 355.2531     298.6718
## [1886,]  5.6486285 167.03010 14547.8855   7.7353478       NA     347.7923
## [1887,]  4.2939612 192.36074 24600.7607   8.2616352 261.3570     475.8764
## [1888,]  9.6780509 188.36874 26402.7040   4.0741412 395.9042     325.0011
## [1889,]  8.6627095 173.53195 20333.0795   5.6363884 439.7879     459.6331
## [1890,]  5.8973911 172.03439 30575.3571   8.6496147 393.5549     426.5058
## [1891,]  9.4942426 274.82837 21879.7042   5.2657183 364.6826     581.0782
## [1892,]         NA 173.47419 18318.7204   7.5976536 282.5981     407.6430
## [1893,]  7.0801931 185.82573 39431.1127   8.8063927 286.2239     355.9376
## [1894,]  7.5598523 244.29456 29567.6989   8.6478795       NA     278.4756
## [1895,]  7.0403950 199.07922 22505.5186   7.9535723       NA     531.4767
## [1896,]  8.0530437 211.78324 37086.5461   8.2675368 251.4435     512.8990
## [1897,]  7.0443753 229.60317 12575.2796   7.8377780 390.4677     558.1766
## [1898,]  6.3098916 133.64992 31062.3719   6.9756020 252.1089     381.0588
## [1899,]  6.2035728 139.12908  6698.2391   3.8768127       NA     601.5262
## [1900,]  6.8794050 214.73189 20509.3320   9.0352504 321.3833     306.7843
## [1901,]  7.7548844 210.72077 18857.0585   5.6937519 376.4846     375.6727
## [1902,]  7.9166697 201.45581 39431.2526   7.5254410 276.2069     432.5900
## [1903,]  6.4053925 183.86725 20526.3068   8.4502724 366.1766     548.6377
## [1904,]  7.7959578 239.27825 27849.1421   6.4759944 356.1707     484.1048
## [1905,]  6.9639794 180.40151 12878.1764   6.4240985       NA     358.5165
## [1906,]  6.9678614 183.93348 13401.0444   6.4576866 371.7884     433.2394
## [1907,]  6.6227914 195.86712 13900.7165   6.3635375 387.3569     310.8511
## [1908,]  7.3699886 236.47672 18998.3468   7.4044345 359.9306     357.0662
## [1909,]         NA 134.31116  8076.8223   5.3221120       NA     599.6145
## [1910,]  6.9448684 198.47644 16904.2011   6.3414070 299.5217     470.5998
## [1911,]  5.2848101 148.86276 11130.2114   6.8204690 335.6604     485.8054
## [1912,]  6.8514426 197.33956 15349.1426   7.4464117       NA     373.5499
## [1913,]  7.7601894 206.20883 34250.1639   7.9303819 299.1316     347.1808
## [1914,]  7.2805604 228.53954 29690.9172   7.8710252 322.2697     392.5326
## [1915,]  6.8342599 182.45446 21670.5699   6.4076479 325.9504     397.3375
## [1916,]  6.7289751 187.20271 26376.0623   8.4576616 337.8619     488.9764
## [1917,]  8.0164184 255.25949 30854.8305   8.7619163       NA     442.4995
## [1918,]  6.8649167 170.82779 20464.7727   7.0740629 365.9413     400.9653
## [1919,]  5.8089755 157.55224  7965.2079   6.6801883 262.9958     377.6973
## [1920,]  8.4587970 241.76834 29317.1424   5.7832755 313.8855     328.5794
## [1921,]  6.9873353 224.03442 13505.0331   5.8711799       NA     479.8255
## [1922,]  7.2887367 233.97781 31617.0754   8.5338883 331.8382     490.0471
## [1923,]  8.1163503 224.76351 16514.6081   5.2906910       NA     416.5966
## [1924,]  7.4639160 215.47907 27150.3954   7.7829153 382.9587     403.7035
## [1925,]  7.5123612 224.47165 17895.5566   8.6350308       NA     472.3421
## [1926,]  6.4151085 192.42797 19310.0620   6.8453005       NA     529.7303
## [1927,]  7.0599402 178.80538 39484.6389   8.5911131 281.3862     520.2729
## [1928,]         NA 179.75671 25703.1552   7.2873102       NA     311.0931
## [1929,]  7.4251022 204.48628 18608.9409   7.4344927 318.1833     338.9353
## [1930,]  6.7426224 209.21734 15488.9567   7.4523618 351.0522     408.8536
## [1931,]  7.6829234 217.78893 31150.5134   8.0216678       NA     594.7025
## [1932,]  7.0416654 178.28575 25419.7695   6.7727508 316.4339     388.3393
## [1933,]  7.1852764 212.48317 25645.0672   8.1425128 352.8692     435.2830
## [1934,]  6.5972924 191.78744 25039.3547   7.2945774 395.7395     501.5327
## [1935,]  6.9088531 184.94423 16965.3141   6.4043540 351.3453     434.3502
## [1936,]         NA 169.77548 37273.4292   8.0278299 240.8976     454.5438
## [1937,]         NA 165.89297 11566.8755   8.3261549       NA     369.2898
## [1938,]  6.2819039 160.30669 17095.2701   6.7305770 305.0940     424.4462
## [1939,]  7.0367521 210.36910 13812.4104   8.3782822 342.4984     489.5451
## [1940,]  7.3629129 180.86780 20430.9067   6.6647864       NA     437.3895
## [1941,]  7.3690871 198.20408 28232.0184   8.8997116 289.5997     424.4543
## [1942,]  7.7081100 188.99785 15456.2201   5.0479159 322.7546     523.0527
## [1943,]  6.5041128 171.72256 20852.7645   7.7049899 282.1055     359.4610
## [1944,]  8.1859234 240.97910 23641.4720   6.6114486 318.6890     410.1582
## [1945,]  6.1491852 150.56359 20596.3912   6.9069107       NA     431.6513
## [1946,]  7.0804458 196.65895 36966.8533   8.9867843 294.3157     530.0529
## [1947,]  6.6284273 215.24553 18059.3309   6.9317867       NA     374.4551
## [1948,]  4.7046985 160.21182  5128.4576   8.2830689 357.7311     344.6937
## [1949,]  7.9769009 234.77938 15360.8351   5.7360269 377.1781     613.6335
## [1950,]  6.8096445 179.71952 35001.1448   8.6819835       NA     360.9328
## [1951,]         NA 177.68536 20325.7021   5.8495698 353.6268     279.6649
## [1952,]  6.9676967 177.05589 22886.9657   6.4309348 315.2829     507.7901
## [1953,]  6.4445552 166.63518 24855.8300   9.4923613 287.4124     479.4794
## [1954,]  6.2777425 149.56328 15751.4491   8.2577511 317.5014     605.3984
## [1955,]         NA 166.92298 21190.1549   6.5899805 285.8994     410.6883
## [1956,]  9.0143567 225.36752 49009.9247   6.0026530 296.6309     445.7688
## [1957,]  7.7816638 216.78288 35055.6165   7.7842033 306.6433     447.1671
## [1958,]  6.0843601 155.27143 27310.0608   7.8171292       NA     436.9889
## [1959,]  7.1547359 198.14733 32680.9780   8.9726612 283.1085     531.6026
## [1960,]  6.7488115 166.39092 22475.0930   8.8954217 317.6203     527.4596
## [1961,]  8.1282701 231.16754 19954.5756   5.1388385 349.0674     386.0711
## [1962,]         NA 205.23519 22613.2975   6.4858096 266.6394     313.0096
## [1963,]  6.3356831 164.07037 26594.3521   7.3812561 338.4295     607.1026
## [1964,]  5.9404759 175.63773 17177.0710  10.4108353 307.9976     402.8873
## [1965,]  7.6148776 246.03086 33347.9711   8.2225333 345.8088     445.7669
## [1966,]  6.7182494 197.61749 21043.6269   6.6306745 337.0388     641.5258
## [1967,]  6.8663565 185.63149 13979.3818   7.0434246 375.4340     462.5351
## [1968,]         NA 142.27741 21208.6183   9.5026854       NA     429.6902
## [1969,]  7.5538446 212.26444 14319.4014   5.7930119 362.8527     450.5359
## [1970,]  7.3666720 234.20064 15547.1866   7.8514002 364.1057     393.2539
## [1971,]  6.5677596 187.66638 20156.5786   7.2985104       NA     390.4269
## [1972,]  6.3336400 185.43634 18506.2886   6.5726818 356.9710     366.8131
## [1973,]  5.8924132 139.36225 11006.0485   5.3119904 339.3279     446.4944
## [1974,]  7.9180392 197.35759 22899.0629   8.2839554 295.3511     358.0974
## [1975,]  6.5491250 194.27686  7412.7981   5.8369804 354.8212     361.0372
## [1976,]  6.8047961 223.99570 17196.0547   7.1126225 374.3091     344.7183
## [1977,]         NA 203.05431 20106.1068   8.6823296 351.3357     346.0305
## [1978,]  7.1761709 206.29490 25794.9502   7.7947269 321.2841     485.2544
## [1979,]  7.0850959 206.67668 21823.0943   5.8899453       NA     387.6181
## [1980,]  7.2017024 147.71109 37308.9942   5.6774511 279.1644     395.9768
## [1981,]  7.7760441 215.53380 38895.3561   7.7646684 342.2625     349.4311
## [1982,]         NA 209.75195 20214.2166   6.0450779 323.7884     539.4647
## [1983,]  7.0465485 128.48252 30569.8106   4.4491226 281.7247     348.2646
## [1984,]         NA 199.84587 12635.3677   7.8863835 332.6152     293.8343
## [1985,]  7.7328801 189.50981 47022.7458   8.2267248 287.0871     567.7223
## [1986,]  6.2667999 187.82962 27577.2136   9.1415970 322.9178     277.0508
## [1987,]  6.6302517 160.92038 22557.7796   5.3053940 338.6308     416.8981
## [1988,]  6.7756311 154.37254 15525.3940   6.0841328 343.0322     597.9793
## [1989,]         NA 204.73729 25680.7174   7.9801927 318.6773     311.6356
## [1990,]  8.1649924 278.34036 29045.2611   7.9929144 334.5520     384.7832
## [1991,]  7.7737581 251.46284 21688.6169   6.1949100 395.0882     355.8317
## [1992,]  7.2951413 182.40664 13706.1868   5.8878851 300.6082     424.6502
## [1993,]         NA 129.88330  8906.9756   6.8279009 327.5518     525.2247
## [1994,]  7.6575417 230.82001 35056.2322   7.6568069 364.1301     305.6294
## [1995,]  7.6647935 223.57847 20259.7259   7.3854143 351.1613     510.0469
## [1996,]         NA 209.86609 20116.9111   6.9410617 370.3837     338.9572
## [1997,]  7.8004213 210.67030 19873.3009   7.2846756       NA     448.5956
## [1998,]  7.2640691 216.62239 19412.1127   6.9324579       NA     301.9536
## [1999,]  7.5443056 211.05115 34359.4008   8.1667933 365.8123     447.5207
## [2000,]  7.7497738 229.48977 21995.0681   7.7489213 320.4407     398.5448
## [2001,]  7.4420231 194.76387 34565.7017   8.4933476 294.8362     350.0851
## [2002,]  6.5592526 164.63592 30660.2097   8.8522701 272.5243     533.5839
## [2003,]  7.0350368 220.50189 19746.4933   7.0593829 371.9126     536.1839
## [2004,]  7.8806859 226.00384 19486.8818   6.2085740 356.3381     472.3691
## [2005,]  7.4983725 236.71440 21736.3733   6.5885661 407.3121     299.1942
## [2006,]         NA 200.96992 12700.4880   7.7137832 395.0904     464.0249
## [2007,]  6.5382072 214.99287 12330.4066   7.3000917 389.8170     465.3527
## [2008,]  6.3732881 180.95890 17502.8794   6.4716394 367.7325     411.5813
## [2009,]  5.7564757 171.97180  8086.8260   7.3046280 330.1338     442.7588
## [2010,]  6.9180624 188.91286 14052.4461   6.1921928       NA     338.3208
## [2011,]  8.8135047 236.39282 40684.3900   6.6087747 303.5298     278.3551
## [2012,]  7.3615998 231.79318 29169.7208   7.9299044 375.0972     389.2726
## [2013,]  9.1755862 281.59423 47852.8889   8.3302763 314.7838     422.3182
## [2014,]         NA 192.74228 32349.1024   8.7506295 272.0851     581.9812
## [2015,]  6.5508772 145.80627 25070.0087   5.7163787 285.2189     369.6131
## [2016,]  6.5108556 223.86062 15147.1715   7.6675333 389.3911     437.0514
## [2017,]  7.3470304 199.61372 19073.2596   5.7668322 336.9943     413.2142
## [2018,]  8.1119532 217.26647 38184.4696   7.2541220 311.9102     281.0692
## [2019,]         NA 237.08395 35434.2801   7.6176487 381.3375     365.0325
## [2020,]  5.9850125 151.36097 20155.4345   7.7232925 275.0797     478.3324
## [2021,]         NA 212.70533 25626.4811   8.5901845 338.6635     330.2534
## [2022,]         NA 161.03897 25583.4920   6.7969141       NA     467.4799
## [2023,]  6.4337224 177.25251 20321.2294   6.3789180 373.0518     375.0282
## [2024,]  6.7700951 201.65085 25887.6317   9.3675327 327.6195     519.3804
## [2025,]  7.9279696 224.72106 27402.0200   6.8752989 343.2863     315.9134
## [2026,]  7.3388261 229.97869 12603.4004   5.9754881 351.3188     370.8606
## [2027,]  7.0783611 198.41245 16648.6006   6.9310959 348.5480     472.2760
## [2028,]  6.7516686 176.79315 32040.5057   7.9319130       NA     467.1484
## [2029,]  7.7441252 203.39623 21403.0020   7.6232416 333.2109     424.3287
## [2030,]  7.5603920 223.23225 14739.0685   6.7316107 372.0289     481.3418
## [2031,]  7.8306076 213.24926 18821.3896   6.4751127 316.5724     405.2787
## [2032,]  6.7469350 154.33216 25137.4277   8.4959039 274.8841     330.0837
## [2033,]  6.5422818 146.05538 35965.7446   8.5786780       NA     474.0077
## [2034,]  8.5496925 236.86150 17828.2945   4.7522676 341.0363     423.1101
## [2035,]  7.4998445 231.53887 22452.6356   7.8210075       NA     380.9991
## [2036,]  5.7637728 183.07363 22025.6966   8.9528959       NA     376.5814
## [2037,]  7.2768631 165.79795 30396.9046   7.8356387 281.8969     475.6461
## [2038,]  7.4932908 216.38188  9465.3239   4.9475314 341.4606     501.3453
## [2039,]  6.1160240 158.72890 22481.0273   8.4670652       NA     458.9929
## [2040,]  5.2268952 127.11756  7907.3304   6.7619285 335.4618     475.3324
## [2041,]         NA 255.95360 15097.0241   8.4824211 361.9714     471.4774
## [2042,]  6.4206402 180.29300 26034.5282   9.7106188 308.9579     473.0648
## [2043,]  7.6690125 205.59564 11579.4417   4.2632791 356.1365     407.7216
## [2044,]  7.1280623 191.40082 25227.5452   6.6078443 319.2509     419.3050
## [2045,]         NA 108.91663 14476.3357   5.3981620 281.1983     512.2323
## [2046,]  6.6153501 179.24066 26392.8636   9.3091600       NA     496.3636
## [2047,]  6.5048762 159.18214 13403.0864   6.9582842 296.0769     359.9744
## [2048,]  7.4591242 195.02872 33173.4994   7.5513740       NA     534.1670
## [2049,]         NA 221.67313 32269.5049   8.7652379 303.9617     357.3586
## [2050,]  7.0960471 221.50824 17240.0211   9.1814729 322.6169     442.5436
## [2051,]  6.9894422 197.68584 12150.7219   7.9841661 341.1001     303.5968
## [2052,]         NA 184.74139 32328.7148   8.3965869 292.9382     617.1448
## [2053,]  8.2977259 222.43632 20320.1085   7.3218586 297.1387     374.1195
## [2054,]  3.8464540 211.75721 14686.2834   7.5578727 326.9121     371.2694
## [2055,]         NA 174.91772 28990.7879   4.6604112 417.3403     468.8430
## [2056,]  9.3800071 166.26976 32471.4563   7.3425347       NA     498.3131
## [2057,]  8.9983750 169.22833 21790.0109   7.9233571       NA     436.9215
## [2058,]  5.6903874 241.21573 14083.8299   5.7389624 293.4652     498.2830
## [2059,]  7.3015634 177.66289 23441.2671   9.1070172 326.2906     478.4670
## [2060,]  7.0316841 201.00211 24510.5076   5.8182736 401.2688     371.6164
## [2061,]  4.3486750 197.27636  9848.0356  10.8109380       NA     295.7495
## [2062,]  5.2941954 234.27140 26811.2031   3.6113582 369.6085     570.9750
## [2063,]  7.2579310 187.76562 24354.3352   7.1962538       NA     346.2918
## [2064,]  9.2504916 184.44201 22749.1784   7.4016628 375.0083     436.4938
## [2065,]  9.6804748 199.53167 32916.3315   6.1278043       NA     461.3001
## [2066,]         NA 184.99373 19764.6274   7.5050919       NA     293.4780
## [2067,]  6.7412458 196.83300 23565.7327   7.5945840 315.5746     500.1429
## [2068,]  6.8117023 261.38957 15149.4899   7.0561072       NA     397.7871
## [2069,]  6.9669430 222.89027 25441.0561   7.3837832       NA     647.3499
## [2070,]  7.4460891 179.14684 17763.3110   9.8765150 328.4590     364.1342
## [2071,]  6.2106476 192.21674 19330.0358   8.7928861       NA     401.3833
## [2072,]  7.3415471 187.67240 21273.4571   7.7840031       NA     332.0843
## [2073,]  7.0513964 187.41888 15423.3873   8.8715238 341.5627     561.7908
## [2074,]  6.6426139 226.52783 13730.2591   9.0607670 257.4595     275.0717
## [2075,] 10.1462905 242.15173 24649.6747   4.8033725 347.0697     348.4840
## [2076,] 14.0000000 235.67746 24008.9920   5.6350290 381.0977     460.7453
## [2077,]  8.4695373 128.62008 15273.0493  10.7255236       NA     553.3463
## [2078,]  6.0432121 151.14832 24207.0817   8.4140719       NA     410.9093
## [2079,]  5.8411188 194.61689 17721.9596   5.6462970 410.3587     622.9636
## [2080,]  8.1146654 236.49327 26631.2129   6.2667817 275.0909     496.9898
## [2081,]  5.5851170 143.50541 22234.6967   9.2528525 368.3875     437.1247
## [2082,]  5.9039935 196.27473 19399.2220   7.6418945 328.2693     324.0457
## [2083,] 10.2841261 249.32420 23259.0124   3.3312660 284.4059     468.8663
## [2084,]  9.5782267 205.74874 33080.5888   5.6598479 356.6983     333.0699
## [2085,]  7.0948308 139.90687 18975.6435   7.5719514 423.0460     528.2665
## [2086,]         NA 210.74471 12229.2985   6.9509810 387.3888     422.0271
## [2087,]  9.6872600 190.16287 18752.5764   7.0730066       NA     461.0702
## [2088,]  6.5274406 181.07300 22444.0818  10.4749769 271.8628     351.0638
## [2089,]         NA 193.62949 18753.2118   8.6850117 327.3406     478.1027
## [2090,]  7.7447726 208.92034 27648.1597   5.6225723 332.8238     397.0575
## [2091,]  8.2892243 191.85881 22526.2798   7.9791548       NA     292.8608
## [2092,]  7.2492573 223.70354 24311.9058   7.3925170 275.6225     306.7822
## [2093,]  7.7440985 219.65872 30809.7057   6.7906811       NA     405.0322
## [2094,]         NA 214.21606 19026.6728   7.6347241       NA     421.1403
## [2095,]  6.8902745 185.74415 12218.0959   8.0229361 350.6579     394.4406
## [2096,]  6.0473809 230.58628 20278.3830   9.3607991 305.7766     333.5308
## [2097,] 11.5687680 192.92445 39234.4702   8.8607623 235.9955     463.4351
## [2098,] 10.1648386 194.30280 28915.6432   7.3016887 316.5252     279.1654
## [2099,]  8.7223112 145.24662 20256.3531  10.6519985       NA     612.3280
## [2100,]  3.7177039 183.34943 14841.2420   9.5349700       NA     293.9176
## [2101,]  4.8942781 184.55272 10922.5420   7.4617027 352.8302     338.6811
## [2102,]  6.0711834 138.22398 14852.5307   8.0935409       NA     389.3028
## [2103,]  9.0325635 156.26565 24897.5570   7.6396339 416.5305     342.7460
## [2104,]  9.9137038 160.09825 32129.9963   6.1095159 405.2956     541.2208
## [2105,]         NA 165.74023 19919.3246   7.2781515 351.9651     420.1207
## [2106,]  4.2292246 207.66923 21214.3705   6.8445478 304.2751     488.4559
## [2107,]  9.1354519 233.17533 32105.2871   6.7496963       NA     370.9298
## [2108,]  3.9065675 152.81885 17857.7169   7.3630601 324.3828     342.4088
## [2109,]  7.3840489 148.29618 14417.9795   9.0849676 347.9621     316.5796
## [2110,]         NA 180.68060  8692.5382   8.6717929 396.5288     534.3391
## [2111,]  8.5242964 141.81024 12658.1772  11.2643858 347.2681     387.0859
## [2112,]  5.7061309 199.11783 25815.6091   6.3835455       NA     483.8241
## [2113,]  3.7151714 199.08339 15900.7971   8.5611983 291.1042     371.8471
## [2114,]  6.5198478 183.22600 14284.6479   8.3890779 373.0916     495.4180
## [2115,]  7.9106409 190.42760 16461.5023   5.4544760 394.3059     294.1786
## [2116,]  6.5874646 211.16928 28990.2978   8.8836652 267.2024     504.9088
## [2117,]  4.3000293 218.31989 17639.8579   7.5273173 331.8346     424.2094
## [2118,]  8.5759392 215.13672 15778.7294   7.5327731 316.9595     359.8301
## [2119,]  8.8849345 145.27771 17621.3901   8.2679741 341.4775     286.8908
## [2120,] 10.5047602 143.76750 31320.2456   7.7285049 402.9535     491.2160
## [2121,]         NA 219.07465 31044.7382   6.7723267 263.9005     411.4712
## [2122,]  6.9467176 214.17004 32946.5675   5.4842584 333.4396     318.8836
## [2123,]  8.1070918 213.02927 24531.8694   6.2372224 322.0971     517.4900
## [2124,]  4.9088997 161.24319 13516.9115   8.2062119 343.3053     535.2245
## [2125,]  5.0989671 197.14264 21682.7548   7.7559051 292.2514     424.6661
## [2126,]  6.0930919 208.90802 21456.6044   9.6006834 263.4535     459.0156
## [2127,] 10.0339335 213.64742 25433.2321   5.2029375 319.0101     362.2622
## [2128,]  8.9789977 213.09177 19030.7169   5.2915162 316.9403     473.1504
## [2129,]  5.5147478 228.73592 35343.6286   4.3466084       NA     526.1124
## [2130,]         NA 200.83989 20743.3484   6.9059881 264.6435     450.3617
## [2131,]  6.7312781 229.12889 15058.1388   5.1193074 315.8801     443.9584
## [2132,]  7.1919620 228.40994 15395.4691   7.3986026 334.7776     294.9156
## [2133,]         NA 190.38260 30524.0938   6.3754493 387.6686     382.0568
## [2134,]  7.1277112 173.69010 19309.5705   6.5333922 372.5372     295.3858
## [2135,]  5.6320410 203.73048 19345.9225   8.0477981 265.3471     708.2264
## [2136,]         NA 184.02003 13361.2260   9.2586563 335.0900     467.4442
## [2137,]  7.9550263 244.39590 32405.4139   3.3180450 307.6436     433.9118
## [2138,]  7.7750495 195.17874 22329.7401   6.1051298 416.9492     371.6159
## [2139,]  5.1683403 206.26976 17914.3402  11.2400004       NA     357.6970
## [2140,]  7.6675209 163.34582 25035.2710   8.2585780 329.5971     431.8678
## [2141,]  7.2723622 229.08714 16404.7595   7.5897536 272.2769     518.6095
## [2142,]  3.6919327 202.51207  9439.7840  10.3436261 313.1389     543.6858
## [2143,]         NA 221.12696 27158.6777   7.8759367 274.6588     472.0961
## [2144,]  7.6925235 220.81915 26686.8479   8.2862106 299.9588     564.5270
## [2145,]  8.1575181 236.34444 27931.2084   6.2036759 325.3240     511.5877
## [2146,]  7.1877658 184.15660 31125.7404   6.3777899 352.9160     472.2741
## [2147,]  5.6895543 202.36472 17493.6504   5.5203558 385.1974     479.2379
## [2148,]  8.7588245 197.21521 19572.1471   7.4934330 376.8383     518.3855
## [2149,]  9.8142475 177.71222 30575.9469   6.3939272       NA     536.7206
## [2150,]  9.9692732 237.02286 26944.6819   5.5887748 334.3262     379.1380
## [2151,]         NA 179.15496 18282.0693   7.8748792 326.1869     397.2212
## [2152,]  9.1491267 162.68327 21463.0592   9.8206749       NA     501.5669
## [2153,]         NA 146.25032 25623.3405   7.3077495       NA     464.1846
## [2154,]  5.8408116 157.88257 16087.2697   9.4580004 277.5404     550.1374
## [2155,]         NA 209.95328 18668.3638   4.4532524 347.5816     479.5614
## [2156,]  4.9816721 220.95056 20988.0878   7.9856684 232.5488     373.6249
## [2157,]  5.4233185 185.90318 18020.8424   6.4010458 447.4180     332.0501
## [2158,]  4.8385711 241.13598 18328.4026   7.4032387 237.5175     355.2755
## [2159,]  7.9040534 217.77163 23575.9914   7.4930242 279.1467     548.1554
## [2160,]  6.7440643 158.53483 16304.5289   7.1339135       NA     514.7485
## [2161,]  8.6639748 206.92316 29551.3341   6.0302757 339.0323     329.7108
## [2162,]  4.1611120 181.73639 25815.3892   8.5346290 297.2392     399.2922
## [2163,]  8.5159773 212.30463 28553.5595   7.2253662 342.6041     341.7403
## [2164,]  9.9998075 215.10898 33462.0342   6.1941219 365.8953     373.9368
## [2165,]  7.0380923 204.92328 24607.0881   8.0801558 280.7456     365.8452
## [2166,]  2.8035631 186.12392 11920.9074   8.6420341 332.7445     447.5942
## [2167,]  5.9726000 186.46747 23124.5780   7.0125537       NA     446.2194
## [2168,]  8.1807553 178.07964 25623.8675   7.5740821 391.9182     353.5070
## [2169,]  7.0102434 162.12324 26395.2488   6.6225975       NA     574.5814
## [2170,]  8.1798904 258.90194 17291.6183   5.1844096       NA     434.5042
## [2171,]         NA 162.51268 24642.8123   7.2675728 330.9054     414.6507
## [2172,]  6.8651253 216.74446 13529.0388   5.6184924 402.3134     553.6167
## [2173,]  7.9508166 147.11792 20827.9176   9.2261250       NA     474.8540
## [2174,]         NA 204.25826 26321.6892   5.9374958       NA     487.2736
## [2175,]  9.5811885 223.29622 28292.7803   5.6654307       NA     398.4793
## [2176,]  7.2747569 195.11803 21496.7451   6.5710898 360.6978     418.3736
## [2177,]         NA 260.84504 11803.7355   5.2606700 336.0405     424.0584
## [2178,]  8.0267733 169.33384 19168.5268   8.0814962 405.5273     350.5774
## [2179,]  7.8795432 170.19091 37000.9557   6.2172225 346.0637     517.5768
## [2180,]  6.4489711 237.46110 18736.1909   5.5998703       NA     235.0423
## [2181,]  5.1894137 171.23893 12289.9009  10.7864998 301.2308     501.5597
## [2182,]  6.5380841 197.42820 15979.0603   7.4249446 273.7193     452.1872
## [2183,]  5.9158067 195.74407 12431.8031   6.6616162 380.7253     367.8540
## [2184,]  8.1364979 184.23185 30031.8392   6.2153073 373.6528     400.6119
## [2185,]         NA 187.87328 29532.6150   7.9810369 274.4934     469.1321
## [2186,]  6.4937642 205.15056 19821.3384   6.3449634 298.3800     482.5957
## [2187,]         NA 205.33855 25142.7337   5.6395011 296.0913     528.2800
## [2188,]  6.9774056 205.56350 16100.9679   5.5272992 371.3619     532.3421
## [2189,]  5.4892481 134.56028 15979.3348   9.5043610 366.2144     418.6421
## [2190,]  2.5581028 147.49057 21316.5067   9.1422337 312.0542     406.3720
## [2191,]  7.3121093 199.81300 14540.7351   8.8274136 276.1183     486.9837
## [2192,]  8.5540970 191.70841 32112.5699   8.1153551 293.6558     518.9444
## [2193,]  6.7044319 148.84213 13329.0323   7.1184654       NA     403.4210
## [2194,]         NA 194.71919 18344.0694   7.6118367       NA     320.3560
## [2195,]  8.0283042 204.78373 20408.4856   4.5315812 406.3289     515.5751
## [2196,]         NA 168.04247 18564.3721   8.5621564 345.2052     419.1316
## [2197,]  8.6168244 228.76295 19126.2985   7.0175784 327.8948     383.5270
## [2198,]  9.4671290 169.21441 33365.3154   8.4604898 315.9604     449.7240
## [2199,]  6.7936986 227.22575 14470.0535   8.4715090 274.4447     360.7557
## [2200,]         NA 229.72535 22444.5594   5.7021749 320.9901     389.0309
## [2201,]         NA 188.39502 21875.2164   7.1413722 408.8559     616.1213
## [2202,]  5.4860586 186.69563 16639.2152   9.8077796       NA     355.9424
## [2203,]  5.0507484 191.72221 18252.0760   8.1181152 284.2151     373.7412
## [2204,]  6.2461176 199.09897 27001.3353   7.8080135 296.9236     478.7459
## [2205,]  8.1423309 221.75235 29808.2369   8.8201558 205.9351     556.6576
## [2206,]  6.8528991 158.07979 11914.4638   7.6349668 386.1674     473.6433
## [2207,]  8.8019336 225.89547 23659.2115   2.4586092 408.4179     446.9925
## [2208,]         NA 200.30865 25355.9989   7.1052453 304.6481     394.2461
## [2209,]  8.3837617 156.95186 21923.8741   7.6568311 379.5416     364.7949
## [2210,]  6.4761398 215.72177 21165.5906   7.6429523 348.4749     315.0781
## [2211,]  9.8945621 128.58573 26436.0333   8.7787175 349.7484     480.6676
## [2212,]  4.8080397 186.16057 19118.0503   7.0544439 359.4062     577.4914
## [2213,] 10.5779305 278.03636 28652.1433   2.7857184 379.2775     334.2117
## [2214,]  6.3049717 249.08260 21046.4485   5.4562726       NA     334.1787
## [2215,]  7.8224919 208.63672 22308.8217   5.8503276 408.1233     502.7894
## [2216,]  7.9893762 191.93619 16746.8004   8.5624282 312.7400     431.5057
## [2217,]  9.6717968 130.60836 30220.6125   9.3091418 370.2949     411.8814
## [2218,]  5.9412656 179.95486 26562.4472   6.8032877       NA     431.9692
## [2219,]  5.5747558 189.70066 11512.4658   8.7209719 329.9396     331.3304
## [2220,]  7.6105092 208.81781 34538.5440   5.6006200 301.7872     470.7403
## [2221,]  7.1024466 243.41294 23493.1209   4.7927384 283.3443     341.4388
## [2222,]  5.1527398 185.34224 25669.7199   7.8194792 318.4510     449.9190
## [2223,]  7.3014636 205.72188 23778.7587   8.1799674 333.3393     529.6246
## [2224,]  6.1049258 241.17572 13539.8117   6.0155480 335.3965     363.6334
## [2225,]  6.0013824 186.88442 22554.8301   8.3918827 331.2149     444.8910
## [2226,]         NA 153.03511 28504.9975   8.4254975       NA     346.3112
## [2227,]  7.8856790 207.82130 12359.6312   7.3776626 340.9790     499.3617
## [2228,]         NA 159.83288 23917.1901   6.7815760 369.2239     472.9272
## [2229,]  7.6790906 204.85999 21530.3162   8.1853995       NA     445.3709
## [2230,]         NA 163.95724 19516.8980   7.1787771 393.8409     587.8416
## [2231,] 10.3919424 262.74177 39116.6827   3.2057863 285.7284     473.3140
## [2232,]  6.7148624 236.54205 33197.1505   4.9585169 331.4845     402.9466
## [2233,]  7.3496534 235.21088 20443.1351   7.1777894       NA     305.4173
## [2234,]         NA 196.08297 22746.0617   7.7027405 325.4784     397.0550
## [2235,]  7.3451384 202.17446 17032.7737   6.2126291 361.4405     600.2950
## [2236,] 10.1470896 177.82131 20642.5887   5.7597439       NA     487.8789
## [2237,]  6.3807173 266.01541 21250.9356   4.8543345 357.2410     358.1855
## [2238,]  7.9406470 181.77131 15858.7782   6.8499637       NA     584.8272
## [2239,]         NA 197.71364 31251.6437   6.2524231       NA     322.2176
## [2240,]  7.7867347 192.17974 28086.8735   7.1579515 329.7086     327.3805
## [2241,]  6.3230403 227.55397 24463.1374   6.2619337       NA     399.9475
## [2242,]         NA 170.29143 14550.4170   7.8474039 395.4960     486.3677
## [2243,]  6.6456574 170.26972 23432.1097   7.0665651       NA     513.3649
## [2244,]  6.0145398 205.48294 23268.2431   9.0357692 283.3404     371.4035
## [2245,] 10.0867712 189.73238 17572.5475   6.8947306       NA     416.6411
## [2246,]  5.1662260 135.71217 12060.0095   8.6370979       NA     362.2173
## [2247,]  5.5732012 229.17499 15613.1605   4.1579017 383.4811     409.0666
## [2248,]  9.4945587 254.53446 28492.1705   6.1136078       NA     620.9810
## [2249,]  9.0365043 199.32189 21696.0032   5.9701868 350.1838     288.5088
## [2250,]  4.4005090 119.33404 19100.0871  11.7539037       NA     328.3998
## [2251,]  6.9753923 205.94025 22685.6844   5.9277592 304.0491     441.7652
## [2252,]  6.6877498 160.26096 17786.7633   7.6603765       NA     247.9180
## [2253,]  6.8675217 182.67217 20247.2010   6.8670725 330.8057     420.3335
## [2254,]  6.1552492 159.51950 19781.6106  10.0816099 310.1407     505.1084
## [2255,]  8.3032638 232.41467 16548.3567   6.3435227 301.0872     395.3391
## [2256,]  8.6416341 206.34197 39557.2555   5.9998467 290.5760     345.4894
## [2257,]         NA 219.67426 22210.6131   5.8750411       NA     398.5177
## [2258,]  7.3486112 214.71589 32742.1873   6.3510290 320.0651     438.0443
## [2259,]  7.5739059 206.20420 15926.4260   5.5246662       NA     457.6378
## [2260,]  7.8559064 209.75180 19850.1829   8.0388722 300.2930     368.4376
## [2261,]         NA 181.38972 18908.6283   7.2153495 325.9008     356.1666
## [2262,]  3.7983910 189.61853 18529.7980   6.8882572 396.1072     365.2730
## [2263,]         NA 234.51185 19038.9019   6.7959158 322.8963     437.4788
## [2264,] 11.2354260 178.59650 33773.1071   9.0630421 327.6510     425.8680
## [2265,]  6.3963411 126.49074 20115.7336   7.7637385 427.3778     435.2784
## [2266,]         NA 222.98063 32237.2454   5.9246588 336.6527     526.7761
## [2267,]  5.2285063 191.66380 24855.9078   7.0160785 337.2709     343.3492
## [2268,]  6.5122396 198.56468 21626.5631   5.8971043 389.3370     296.2608
## [2269,]  7.8343192 171.28878 25918.5680   8.5893940 307.2287     448.5640
## [2270,]  7.3882920 178.34406 12928.6444   7.8302952       NA     376.4889
## [2271,]  6.0206538 197.46909 10529.3103   5.3053515 416.4952     412.0117
## [2272,]  8.3883225 256.23401 16795.8205   4.1435192       NA     333.9462
## [2273,]  8.3842964 223.32819 27463.6548   6.4767528 352.9528     318.0426
## [2274,]  7.3939780 209.61921 17939.7047   7.2337360       NA     349.2096
## [2275,]         NA 235.78979 21983.5591   6.0612838 331.2729     441.2162
## [2276,]  8.3846232 166.87838 29956.3630   9.7781226 307.3629     546.4823
## [2277,]  7.0948021 222.50131 30045.3677   6.6640101       NA     531.9595
## [2278,]  6.5653194 141.59184 12875.1278   9.1169945 340.9139     339.9770
## [2279,]  6.3817196 199.63503 20453.8165   5.8487349       NA     344.5995
## [2280,]  7.5397421 201.95932 26716.3597   5.6373503       NA     516.3546
## [2281,] 10.6288209 193.43316 14054.1255  10.3284890 327.0642     479.4025
## [2282,]  9.2284842 200.71033 26744.2315   6.8333602 339.8207     363.9510
## [2283,] 10.5246020 256.17232 31965.3640   5.0070035 288.5660     505.3614
## [2284,]         NA 229.74096 22709.3861   6.3616873 316.2344     294.1656
## [2285,]  6.0212659 236.97550 19894.1476   7.5879085 286.9385     315.2668
## [2286,]         NA 236.20489 34822.8163   4.9663973 362.0702     537.9966
## [2287,]  5.9739512 182.14333 26804.1095   5.7379883 399.2537     481.9019
## [2288,]  6.2175796 189.34222 15155.5490   6.8194381 306.8926     297.7637
## [2289,]         NA 175.83394 36819.9868   7.6504553 322.0219     344.7161
## [2290,]  9.1306072 226.40374 19968.6778   5.7237916 386.6998     440.5431
## [2291,]         NA 283.40957 21160.0897   4.2707178 253.4335     525.9923
## [2292,]  6.0955119 200.04582 16404.9414   6.3920946 366.0173     444.4542
## [2293,]  6.1952549 170.00229 16666.1308   9.4834241       NA     457.0682
## [2294,]  5.8145642 184.54171 29382.3353   6.0512334 348.3524     405.6214
## [2295,]  6.7566598 212.64186 22112.7463   8.3322097 275.2404     387.5622
## [2296,]         NA 172.11151 26595.3735   8.2322520       NA     348.8436
## [2297,]  6.3699735 128.61687 13689.5921   9.0668300       NA     319.7851
## [2298,]  6.6014074 205.62102 19635.5883   7.1732294 344.0345     430.5599
## [2299,]  5.6519338 139.04992 16575.8213   7.8578563 390.5377     418.5432
## [2300,]  7.6060669 248.04145 14609.9769   6.3565551 322.3566     275.3171
## [2301,]  2.9744294 147.14867 17326.2023   2.4985967 393.1687     375.4115
## [2302,]         NA 181.56241 19289.3615   7.3250554       NA     274.6965
## [2303,]         NA 232.09834 16378.1516   0.3520000 238.4466     454.5552
## [2304,]  8.1111010 198.76820 35200.7988   9.6853902       NA     348.9714
## [2305,]  7.1161326 204.04078 25131.6653   5.4026548 292.3244     424.0035
## [2306,]  5.2802923 164.05739 13679.0569   5.9713854       NA     635.8885
## [2307,]         NA 167.10443 30362.6839   9.9903322 362.2616     432.0307
## [2308,]  9.8082582 220.04957 34132.0680   9.7527509 233.8703     367.0444
## [2309,]         NA 172.21468 26653.7650   7.2716846 335.8945     510.0297
## [2310,]  8.0188316 197.78559 23104.5204   9.6748604 322.9345     395.7386
## [2311,]  6.6036407 206.91974 14598.0258   6.4521409 316.2535     582.1106
## [2312,]  6.4508057 198.49316 19002.3147   7.3064473 335.4822     257.0077
## [2313,]  6.2663784 163.38540 28141.2165   8.5087510 376.8706     295.6751
## [2314,]         NA 144.99579 16219.4753   5.5630672 379.9630     374.5431
## [2315,]  5.1618788 179.63641 18666.5636   5.1961326 400.8960     485.3120
## [2316,]  6.9844055 181.70734 18194.5453   8.2638039 371.1465     201.6197
## [2317,]  6.7919926 210.40797 30471.9291   6.6144380 326.5858     493.1794
## [2318,]  8.3092277 198.33690 24344.9667   8.3435102 278.8668     456.5300
## [2319,]  5.0577364 137.68934 11229.1378   6.4114105 481.0306     580.0952
## [2320,]  6.9082722 211.10555 19224.9863   6.3799701 307.1022     323.8855
## [2321,]  7.2434099 188.04630 20877.5348   8.4541068       NA     377.6493
## [2322,]  6.1644802 189.05876 27312.1684   6.8221567 319.9516     522.8014
## [2323,]  9.1609975 241.38310 28170.8851   6.8196031 262.5720     568.4206
## [2324,]  5.2778756 166.73301 18404.0507   4.7771243       NA     347.2195
## [2325,]  3.9757527 135.89198 17430.8419   6.3057877 373.4864     344.3989
## [2326,]  5.6852165 154.57000 17628.0431   6.6644438 390.0947     324.4278
## [2327,]  6.9336539 217.77032 19026.0173   3.1174410 317.0668     448.2346
## [2328,]  7.4644852 227.00002 26559.3609   5.6578121 300.6907     332.0688
## [2329,]  6.0718389 217.82653 17162.7539   3.5211252 319.0373     612.0949
## [2330,]  7.1361026 186.58271 19502.5390   8.0954265 305.4300     355.9372
## [2331,]         NA 182.11395 21453.3347   6.6672865       NA     392.4334
## [2332,]  6.3285531 192.07652 33315.9471   7.0500465       NA     489.7453
## [2333,]  6.1505957 169.40278 23890.8934   7.3359603 375.8011     373.5482
## [2334,]         NA 205.66602 27044.9598   4.0339336 298.2138     515.7549
## [2335,]  5.5081555 192.22655 12137.0996   5.2304773 433.0215     405.4855
## [2336,]  4.7611052 150.07453 19197.1055   7.9366524 374.4773     400.4513
## [2337,] 10.4907440 221.02926 32092.0584  12.6268997 333.3199     403.8240
## [2338,]  6.6761373 192.68585 27468.9802   5.8094359 281.4069     299.8870
## [2339,]  7.9733075 237.49715 23517.6810   5.3545162 283.5838     478.8936
## [2340,]  7.3521460 208.32448 13714.8326   8.2192403 352.8498     336.9129
## [2341,]  6.9908008 222.94375 19713.4115   5.2924501 310.8876     270.0554
## [2342,]  5.4683609 180.38236 12305.9054   5.4465627 410.4593     388.7455
## [2343,]  7.8359070 206.66579 17643.4071   8.1374837       NA     474.9898
## [2344,]  2.5381158 100.80652 19872.8549   5.0140228 418.0000     420.8309
## [2345,]  8.4230845 153.03289 15924.7997  11.1016281 329.1322     431.1675
## [2346,]  7.6170141 214.40436 29818.0950   6.5088534 298.3519     494.9455
## [2347,]  7.6170335 242.98940 17681.2724   2.8557898 298.4132     549.9873
## [2348,]  5.4293348 183.43938 15265.4076   5.7147313 394.0012     446.8791
## [2349,]         NA 215.49161 18489.6525   3.7588332 294.6030     370.2746
## [2350,]  5.4959760 150.53452 18333.6327   7.4717278 416.8885     300.3590
## [2351,]  5.0927572 239.74092 28390.8914   1.3908709 258.4443     452.3060
## [2352,]  6.2528102 187.56948 27690.4748   6.4899315 330.9492     303.4964
## [2353,]  6.7474153 250.41955 24539.7132   2.3979850 358.2299     339.3447
## [2354,]  6.6408628 215.06087 16488.0477   6.6423372 304.7574     507.1288
## [2355,]         NA 138.52571 17905.4800   7.9293033 399.5036     485.4232
## [2356,]  7.3009901 182.44770 29136.3387   8.2530153       NA     307.4333
## [2357,]  5.4985147 180.82511 21542.8300   6.7070946 352.2507     419.5130
## [2358,]  5.6525013 187.83118 25868.5987   3.5237139 338.0289     456.2598
## [2359,]  6.1649273 206.04058 22805.6115   4.3988313       NA     409.3577
## [2360,]  7.8519257 235.33831 14763.5801   7.7419753 338.6033     505.6656
## [2361,]  7.2216894 203.06903 13703.2204   7.8236123 352.1246     412.3205
## [2362,]  6.5780839 214.14633 24882.6252   5.0711568       NA     400.7432
## [2363,]  7.8594899 211.31103 31725.4878   7.5196907 313.3442     433.4447
## [2364,]  6.0736850 140.92620 11795.3136   9.1284221 437.6472     413.0758
## [2365,]         NA 208.25628 13696.0099   4.4840213       NA     449.1781
## [2366,]  6.4079633 199.13173 28460.2034   4.6137215 330.9141     448.8580
## [2367,]  8.6466430 201.43906 32571.0545   9.9593554       NA     338.4978
## [2368,]  7.1846978 189.75840 13317.4681   7.8323204 378.6755     541.3061
## [2369,]  6.9320850 205.33848 19530.4738   6.5219555       NA     475.2102
## [2370,]  6.1747506 138.51359 21504.1388  10.8602950 338.7030     447.8055
## [2371,]  9.5402522 224.05458 31683.8646  11.9942902 315.3591     493.8364
## [2372,]  6.8888429 188.92067 27368.0143   8.0031866 355.4786     465.3470
## [2373,]  8.1741863 244.24905 31114.8208   4.7269123 285.3320     418.6196
## [2374,]  8.7569269 218.63776 21752.0297   6.4548765 276.2781     356.0758
## [2375,]  4.7400567 176.65563 24069.3359   4.0134444 367.8050     288.2213
## [2376,]  8.7644956 210.85135 15978.0366   8.0433541 328.7598     324.0474
## [2377,]  7.8994516 210.73412 15896.3659   6.9072028 319.8870     448.6664
## [2378,]  7.4026532 182.99938 19259.1939   7.6323702 295.9314     339.7373
## [2379,]  5.8000342 181.45351 13028.6885   6.1067648 374.3578     405.5172
## [2380,]  7.0891842 179.04584 21065.6637   7.4716144 377.7780     571.5755
## [2381,]  7.8522067 169.02838 22912.1896   9.6162227       NA     468.4454
## [2382,]  4.9456947 170.44092 23000.7231   4.4337248 340.6457     346.6423
## [2383,]  9.7769321 213.91508 23971.9895   9.6033024 293.8250     507.0166
## [2384,]  5.1534886 107.34198 19115.7219   9.2961140 333.0619     457.8915
## [2385,]  6.8849811 138.44011 14893.2064   9.6864348 319.1350     286.9216
## [2386,]  7.6087502 192.85664 25410.8119   5.9550084 283.8030     432.2095
## [2387,]         NA 210.09761 23616.8046   4.4656770 365.9613     421.8799
## [2388,]  4.9019069 141.93078 13614.7509   8.3069605 368.6187     439.0554
## [2389,]  5.7112125 145.82587 21157.1797   7.9547212 385.2061     441.0866
## [2390,]  7.4766895 162.00870 22171.3189   9.6115986       NA     401.2348
## [2391,]  7.0334951 191.88022 29322.7407   9.0270570       NA     496.1983
## [2392,]         NA 152.53742 19731.7492  10.8867419 373.9887     463.7477
## [2393,]         NA 189.00109 20784.5679  10.0887715 312.9547     419.5341
## [2394,]  8.6552989 222.26879 13676.7535   7.2712995 348.6188     460.8706
## [2395,]         NA 177.20201 17766.2529   8.1990904 354.2774     520.2011
## [2396,]  8.3043347 155.56994 18253.1811  11.4484693 329.1006     380.3234
## [2397,]  7.7170770 211.68133 21400.0165   6.9878541 268.9450     495.9149
## [2398,]  7.5558228 190.46192 29411.6286   7.8688783 349.9489     524.4660
## [2399,]  4.8817296 136.99047 19105.0149   7.2646776 419.7164     358.0463
## [2400,]  8.3112712 206.10776 20562.5134   9.8204733       NA     479.0323
## [2401,]  3.8004313 111.24641 14904.9404   7.7296453 418.5593     382.2244
## [2402,]  4.0835949 201.93864 20555.9655   1.9202714 341.5972     435.5115
## [2403,]         NA 201.57205 15618.1352   6.7052109 367.1935     359.9520
## [2404,]  4.8650697 174.06046 15222.2464   5.8392187 412.0371     333.5043
## [2405,]  9.6247269 217.37278 25175.7542   9.8839455 329.1745     394.0548
## [2406,]  5.1887769 178.99327 22648.2376   6.3180630 326.4679     404.5611
## [2407,]  7.8429790 200.82967 16827.1929   9.8884030       NA     566.3307
## [2408,]  5.9169305 185.92502 27977.6732   6.7746097 329.6193     428.8327
## [2409,]  5.7296891 173.97503 14304.7631   5.3400885 369.1540     471.6799
## [2410,]  5.6782210 143.18651 18377.0083   7.1453355 418.2472     359.7747
## [2411,]  7.3865818 191.58557 26351.9038   8.4261611       NA     505.1879
## [2412,]  7.5192275 210.38479 16897.3070   6.5686579 344.7037     315.5204
## [2413,]  7.4462258 241.57386 13312.4461   4.5329790       NA     529.4591
## [2414,]  7.7539361 220.09828 17169.5844   7.9840392 344.1219     385.0450
## [2415,]  9.1596605 195.42332 16679.3352  10.1104622 301.7464     404.6591
## [2416,]  7.4969909 246.86358 22631.6577   3.4408801 297.1324     357.4985
## [2417,]  7.5423002 230.15054 18877.4939   4.3447069 278.2504     447.2594
## [2418,]  7.1590530 161.47871 25591.8410  10.1895280 367.5964     330.5505
## [2419,]         NA 116.90548 27151.3129  10.1853482       NA     372.0023
## [2420,]  5.8446738 147.17980 13615.1098   8.8811118 394.6584     533.0402
## [2421,]         NA 201.82785 35418.7350   8.2559711 253.5802     447.2814
## [2422,]  5.2584147 210.92949 29228.3347   3.8339018 341.6407     363.5708
## [2423,]  7.4206408 212.73559 18463.7221   6.7279189 355.9715     523.6027
## [2424,]  7.0742514 208.92037 16739.2666   7.8614695       NA     518.9772
## [2425,]  8.1892139 156.32846 18432.4765  12.2463941 370.1214     288.3515
## [2426,]  7.7441310 185.56762 30586.5927   8.0407602       NA     314.4258
## [2427,]  8.2898579 222.48393 23884.1315   5.5332083 354.9593     514.7331
## [2428,]  8.0252200 213.51972 15457.4987   7.6695400 318.1144     376.3144
## [2429,]  8.8489274 262.59833 24417.8613   5.3990126 241.1263     493.8555
## [2430,]  6.4384218 202.53784 26448.2451   5.7759329 322.4518     567.2017
## [2431,]         NA 179.79621 17029.5349   7.0189900 371.6756     404.6721
## [2432,]  8.2055507 204.66583 17414.5206   6.8396225 276.7701     346.5407
## [2433,]  8.3103737 201.65167 23260.4720   9.3456213 333.2714     292.3158
## [2434,]         NA 240.03628 23103.6535   8.6430887 339.1589     487.4346
## [2435,]  7.8339708 240.83253 25694.8737   4.3005093 301.7604     442.7414
## [2436,]  8.1426604 220.63097 20111.2259   7.4468771 354.8971     366.8025
## [2437,]  5.8964325 165.13566 23022.1689   7.5368057 356.7562     401.7409
## [2438,]         NA 228.10946 15617.4586   6.3265340 326.5049     402.6007
## [2439,]  4.3107015 138.43189 11842.7578   5.6074501 364.4585     426.3696
## [2440,]  7.8957691 168.72405 28723.6176   9.3414752 353.9762     517.4367
## [2441,]  6.8629951 184.48066 11579.1134   6.1494939 364.1102     556.9563
## [2442,]  6.3047686 213.65618 30168.6066   5.2107804       NA     339.1166
## [2443,]  6.5786806 203.40882 22374.8249   6.2489294 399.6172     547.7021
## [2444,]  8.9672441 266.47874 34446.7823   4.9095729       NA     343.2656
## [2445,]         NA 166.40497 14202.1938   9.0067957 370.5385     493.4402
## [2446,]  7.4230881 210.04620 31073.0313   6.3747090 312.1032     460.8942
## [2447,]  9.1667581 184.55743 21736.9818  12.2271753 304.5285     317.5834
## [2448,]  8.4686944 151.95430 19148.2247  11.9304480 390.8074     374.9947
## [2449,]  6.4861527 224.80946 26807.1195   3.2679841 319.0744     382.8798
## [2450,]  4.4390958 190.15345 20864.3405   2.3866535       NA     515.6312
## [2451,]  7.7927835 187.91248 21093.9322  10.5855014 390.4091     463.0194
## [2452,]  7.2052183 188.91131 31315.6144   8.3230406       NA     398.9189
## [2453,]  6.5690539 208.73145 29123.7083   6.7651179 327.6975     308.0861
## [2454,]         NA 182.25781 17540.7425   8.4224759       NA     305.8275
## [2455,]  4.2916877 124.00735 18038.4744   8.6032965       NA     548.5745
## [2456,]         NA 176.41364 12674.6728   8.9884770 354.7681     344.4204
## [2457,]  4.9210939 162.30059 14126.5905   6.4068144 357.8159     337.7731
## [2458,]  6.7271853 197.43922 26012.4887   6.9520080 346.6287     473.3301
## [2459,]  5.7570890 148.98915 32415.7336   9.1785605 319.2229     407.7417
## [2460,]  5.8423591 217.32480 29644.8136   4.1791080 328.5039     310.7712
## [2461,]  8.8481030 248.56774 19793.9719   9.6811543 323.3517     411.1474
## [2462,]  5.8662507 146.86568 19679.0627   4.8684800 320.0124     414.4270
## [2463,]  6.0209954 178.50030 13095.1492   7.9448025       NA     437.2990
## [2464,]  7.5299295 171.81420 27062.0659   5.0295685 378.2418     325.0998
## [2465,]  6.6497053 190.53195 16191.4261   5.2549593       NA     564.2032
## [2466,]  5.0977862 182.81902 23590.3137   9.1287977 326.3349     445.5626
## [2467,]  6.4839945 180.44505 29032.7811   7.3017355 326.3001     374.6757
## [2468,]         NA 253.14965 12037.7704   4.3843577 325.4132     422.3893
## [2469,]  5.6696992 199.66264  9544.8627   8.8082469 343.4855     378.1204
## [2470,]  8.1277104 203.07031 13227.0524   6.3109024 362.2757     409.7422
## [2471,]  9.1069169 209.60962 16879.5248   2.1026910       NA     294.3101
## [2472,]  7.5757579 203.88437 20855.2723   8.1093119 334.0274     532.3112
## [2473,]  8.2463691 207.17217 31080.4321   6.0963600 332.7662     369.0292
## [2474,]  2.9454691 126.74810 16829.3930  10.5973948       NA     456.2332
## [2475,]  4.9640703 168.28336 17694.5748   9.7253213 333.6395     353.0699
## [2476,]  4.9913969 141.62240 44499.7287   8.2609284 335.5098     534.7115
## [2477,]  5.0456257 179.70250 22557.6036  10.1203340 296.4252     450.2957
## [2478,]         NA 206.26342 18221.0853   6.2371351 352.1592     547.3253
## [2479,] 11.0694563 256.20198 43536.0209   4.0476205       NA     433.4760
## [2480,]  5.7753309 169.72817 14710.7228   7.2618108 359.2670     535.6526
## [2481,]  9.0121003 268.67930 13064.4506   7.6256408 358.3368     549.8271
## [2482,]  4.0316104 145.48324 15105.3731   8.1808134 333.7109     342.9790
## [2483,]  7.8821239 235.46640  5477.3472   6.4760569       NA     443.8947
## [2484,]  8.7594887 219.92139 33364.9181   5.6870723 324.0385     443.5480
## [2485,]  6.6536495 172.58451 34816.4445   8.2893067 293.6110     389.4711
## [2486,]         NA 179.96235 22060.1869   8.2964974       NA     386.4176
## [2487,]  4.4738821 120.10191 30013.7007   6.3693709       NA     433.7444
## [2488,]  9.3494700 252.14850 13137.4908   6.1738231 320.3240     349.8161
## [2489,]  6.8629360 220.14789 23580.6573   6.6115434 285.1922     325.7217
## [2490,]  8.2614060 208.18809 24870.8259   4.9250154       NA     441.0526
## [2491,]  8.8603242 233.62515 19550.2997   6.5190629       NA     285.4124
## [2492,]  7.4965107 207.13733 39423.6661   8.4941154 325.4040     569.5692
## [2493,] 10.1641733 243.60651 16522.7158   3.9921714 310.8451     487.6981
## [2494,]         NA 167.46619 11532.2232   7.7097105 361.0093     625.3468
## [2495,]  6.0398232 164.02634  9943.6376   7.7233046 350.7563     374.7947
## [2496,]         NA 183.48884 12675.9390   9.7778074 319.8706     482.4450
## [2497,]  6.0579048 149.12279 23603.5019   6.5370282 302.6986     393.2935
## [2498,]  8.0050164 187.23053 49341.4213   4.3393102 300.6971     437.3255
## [2499,]         NA 193.46242 18519.1625   8.0218035       NA     374.3179
## [2500,]  7.0383475 199.59794 23951.1060   8.2299928 320.4838     419.6622
## [2501,]         NA 202.56947 22256.9504   6.9135005 304.9515     434.1984
## [2502,]  8.2370919 212.81856 24414.9735   5.4139779       NA     445.5559
## [2503,]  6.5740839 186.94421 22723.8100   6.2122647 330.7897     385.0190
## [2504,]  7.3381076 188.85417 30042.9285   7.4676238 309.6146     465.4999
## [2505,]  4.8511039 146.62724 20227.6438   6.3405341 368.9412     346.5203
## [2506,]  6.9179202 223.33296 17862.1427   7.9958901 299.4028     428.9480
## [2507,]  6.7093364 226.42759  8238.2900   7.6924130 289.9214     284.7745
## [2508,]  6.8940509 170.57130 17475.4678   5.1947839 363.3088     641.5861
## [2509,]  9.8647271 278.08145 12978.1971   6.9085720 319.3820     486.6379
## [2510,]         NA 210.20492 26894.1449   4.3127620 329.1464     344.5152
## [2511,]  8.0396969 233.85622  8201.3621   8.2930180       NA     461.2098
## [2512,]  9.8247065 218.01953 15120.9247   3.1248326       NA     498.9335
## [2513,] 10.8873050 283.89586 15177.2182   4.6565377 334.1808     420.6076
## [2514,]  9.8314017 263.63272 13345.3691   6.5669286 295.7742     462.4397
## [2515,]  6.5284795 176.93968 18533.3378   6.0832679 336.2964     491.4779
## [2516,]  4.0914115 146.78994 24252.4588   7.2549808 282.6935     482.2944
## [2517,]         NA 197.71218 12962.3897   6.4765839 362.7220     503.8430
## [2518,]         NA 232.86439 32600.4294   6.7026716 343.5987     447.3947
## [2519,]         NA 192.61766 36520.6587   7.4589699       NA     474.1479
## [2520,]  6.1751649 193.28260 32875.1921  10.8966627 337.5062     414.9020
## [2521,]  8.7361264 257.23133 12726.2986  10.3265576 356.4154     506.3759
## [2522,]  8.2409458 245.09083 18001.4592   9.3674194 350.6150     344.0569
## [2523,]  9.1522847 229.54041 24560.7006   7.0423264 372.6945     395.4044
## [2524,]         NA 208.83771 11609.9972   6.4452801       NA     407.0174
## [2525,]  6.3175766 143.29996 22577.8189   5.6900783 338.8972     573.8147
## [2526,]  5.6921242 165.90628 22396.2093   6.6826915 309.1216     530.0725
## [2527,]         NA 201.83372 29508.4928   3.9296239 325.0612     428.6614
## [2528,]         NA 139.95535 31421.1445   6.6277049 346.4412     378.7711
## [2529,]  7.1914937 175.46078 34933.7844   5.4275327 332.1960     411.3021
## [2530,]  7.3811085 188.31438 12320.5123   5.4935142 343.2396     475.3019
## [2531,]  6.1725174 187.78702 10498.6352   7.7225610 322.5210     467.0904
## [2532,]  9.0763180 215.91272 14153.6434   5.0200269 333.4992     311.7970
## [2533,]  8.8541195 222.96520 19258.8031   5.6960639 395.7285     467.0884
## [2534,]  6.7680600 179.80599 23793.0314   5.3320991 333.1982     461.5304
## [2535,]         NA 207.05911 30573.0663   4.4381966 341.8857     393.5133
## [2536,]  8.5432168 183.90786 33037.3534   2.7267656 358.5565     631.4986
## [2537,]  9.5648531 251.80667 17156.3367   6.2531797 346.7052     410.3224
## [2538,]  5.4997877 150.07609 43195.4737   6.5705961 322.5166     287.2861
## [2539,]  5.1959207 175.15716 33473.1125   8.4074500 319.2536     484.2799
## [2540,]  7.2839136 197.60213 23112.5044   9.5028094 332.3320     449.3617
## [2541,]  5.8724399 185.40398 14343.4232   9.6902131 333.5646     409.1135
## [2542,]  5.7357236 158.31874 25363.0166   7.7286013 377.5433     568.3047
## [2543,]  6.1584240 176.03145 26369.0266   9.7712115 347.8937     453.7060
## [2544,]  7.2943644 191.77362 41569.9520   5.3111120 321.3206     342.5014
## [2545,]  7.0542668 212.42912  7450.0744   8.7271101       NA     396.0528
## [2546,]         NA 199.94222 25973.3266   6.4909940 336.0407     344.9704
## [2547,]  3.1487123 142.27208 23257.2088   8.2792754 293.1608     391.8413
## [2548,]  5.6652664 162.89008 31883.0103   8.3124841 350.6817     550.8176
## [2549,]  8.3109388 245.71961  7929.5047   8.8323899 373.4635     348.6185
## [2550,]  7.0960983 206.82782 24548.5983   5.3798606       NA     365.4008
## [2551,]  7.9571135 199.10750 20425.7665   8.1719948 380.0782     333.1565
## [2552,]  7.4002386 218.82481  8136.0716   6.2863578 310.7612     518.7328
## [2553,]  9.7346197 244.92867 18976.2331   4.7459703 330.6358     383.9475
## [2554,]  8.0377611 199.21397 40368.4206   7.3074110       NA     293.8335
## [2555,]         NA 250.57268 24538.4373   7.2876048 345.1100     426.1037
## [2556,]  5.6818107 151.08594 26373.4954   5.6515888       NA     468.4726
## [2557,]  8.3945096 224.34715 23961.5045   4.7243731 337.4063     476.5795
## [2558,]  8.5282921 227.68621 27352.3434   7.6763232 349.9957     388.1378
## [2559,]  6.2380537 178.29805 21919.5934   7.0853770 335.8584     287.5729
## [2560,]  5.8706155 186.17838 18909.8460   8.4942352 328.7473     427.1825
## [2561,]  6.4337262 176.85712 26755.7188   6.5334689 316.5415     505.1220
## [2562,]  6.0693639 200.91626  9323.2183   9.3875223 325.4670     450.4414
## [2563,]  6.6604619 229.33933  9632.7310  11.2993902 326.1570     439.1213
## [2564,]  7.5061115 188.22181 31920.5847   5.7143117 334.2433     436.3970
## [2565,]  5.8951456 192.04137 14704.9062   7.9057687 305.8077     429.7662
## [2566,]  6.4492367 218.90729 12812.5571  10.9086867       NA     421.2968
## [2567,]  8.5505255 209.68247 22377.2729   2.6544910 322.1560     413.6736
## [2568,]  7.1226374 183.40265 31295.9024   4.4250262       NA     411.6161
## [2569,]  8.5586631 214.10732 38767.7564   6.6080998 310.0150     382.6223
## [2570,]  4.6243043 121.03632 22981.7494   8.2970741 372.0374     260.5662
## [2571,]         NA 143.09910 19290.5681   6.0843248 370.8695     486.0593
## [2572,]  6.0913827 192.12105 17279.9622   8.9270432       NA     413.2483
## [2573,]  9.6586620 240.34882 20269.7313   7.0507288 374.1817     567.7843
## [2574,]  8.1156245 200.09901 15513.0126   6.0461106       NA     421.0603
## [2575,]         NA 209.16452  7845.4729   7.6691323 433.6943     421.6252
## [2576,]  6.9148682 206.24994 10343.3788   7.7712057 324.3832     521.3207
## [2577,]  7.3379244 188.79930 24266.5179   6.8448503 326.2547     500.3865
## [2578,]  7.7661145 212.31767 24145.3858   7.9258868 364.0814     464.1086
## [2579,]  8.4339748 240.07793 10823.3004   8.4189582 317.3014     426.1753
## [2580,]  6.8915492 184.07463 13376.6805   6.8664346 333.8025     508.6811
## [2581,]  5.9461608 190.55157 12767.6562   8.9397481 323.7428     499.9375
## [2582,]  6.3638364 207.42244  9844.7023   9.7659208 320.6307     466.5925
## [2583,]  5.3317993 149.95505 19693.9068   7.1461397 336.0119     285.9980
## [2584,]         NA 232.60015 10634.0590   7.5581620 334.0500     542.2114
## [2585,]  8.4660134 224.17494 22523.1246   6.6688681 286.9439     330.0447
## [2586,]  7.4262740 192.14525 36990.9559   5.1011584       NA     590.5072
## [2587,] 11.2191347 237.58267 21871.7852   3.0743161       NA     374.0217
## [2588,]  5.7085174 187.08176 12193.6113   8.2885049 351.5733     577.4028
## [2589,]  6.5596279 152.11521 22624.0342   7.7611083 387.5188     393.8204
## [2590,]  5.6063152 190.33527 12308.2338   8.5487542 311.6802     399.6065
## [2591,]         NA 183.21990 20311.4025   6.7908974 381.4590     344.9671
## [2592,]         NA 187.01919 28988.7023   5.5880128 333.2190     478.7731
## [2593,]         NA 223.89041  8722.1530   8.5694512       NA     375.1423
## [2594,]  7.5393378 227.31613 12610.9363   9.5075846 345.1392     343.2427
## [2595,]  8.8497027 197.77905 20129.3588   5.1824357 329.5021     356.4767
## [2596,]  7.6827625 211.66385 12723.3421   6.6723410 380.9456     360.1074
## [2597,]         NA 172.96820 24445.9875   7.0326426       NA     571.6289
## [2598,]  6.4481910 181.58989 18460.6789   8.7278665       NA     353.6043
## [2599,] 10.1994127 256.70434 28703.7511   7.9405952 326.4627     552.1622
## [2600,]  7.7661867 223.05783 14945.2957   6.0268166       NA     482.4062
## [2601,]         NA 191.30136 17540.5766   8.7797263       NA     323.8121
## [2602,]  9.7565776 244.46134 17940.0991   7.1490529       NA     337.7136
## [2603,]         NA 159.39940 61227.1960   3.7135936 312.9763     377.0680
## [2604,]  6.4067978 182.88514 17851.0640   7.4627579 332.4867     398.7797
## [2605,]         NA 253.05439 28864.9103   8.5243710 364.7495     479.6998
## [2606,]  8.4452192 228.52286 28966.5693   6.1798552       NA     361.7054
## [2607,]  4.1370449 116.33828 17101.9516   8.6522105 322.8923     360.6481
## [2608,]  7.6759136 233.30076 23673.1006   8.4074971       NA     232.6136
## [2609,]         NA 243.68256 20976.7918   6.5022573 350.4499     487.5565
## [2610,]  5.7011010 170.49631 17121.5059   9.5360114 374.7759     378.8739
## [2611,]  6.3765764 177.50999 41243.0380   6.6699203       NA     486.8061
## [2612,]  5.5177373 190.66993 17638.3225  10.5258578       NA     461.9290
## [2613,]  3.8546177 131.39625 19639.7960   7.7535024 305.3829     456.5123
## [2614,]  7.5580763 253.84090 16642.8842  11.2243946       NA     555.9330
## [2615,]  7.3874338 214.29303 11694.6353   9.2736795 375.5056     356.8059
## [2616,]  7.7634151 193.72112 20019.2612   8.3443910 373.5978     375.0729
## [2617,]         NA 205.55185 24820.4931   7.2268779 329.4044     386.3075
## [2618,]  7.5093502 192.46795 17045.6001   8.8158446 346.7418     266.3577
## [2619,]         NA 119.88581 22331.2379   8.0515380 351.1614     472.0641
## [2620,]  5.0572705 155.48772 19003.9639   6.2508935 305.8498     518.1018
## [2621,]  5.8305420 165.46702 30021.2571   8.4330966 334.3978     494.1545
## [2622,]  5.8596905 163.49689 19231.0333   6.5416815 339.3715     468.3770
## [2623,]  8.8916741 184.86961 41801.4418   3.4095758 337.0471     461.0768
## [2624,] 10.1542191 244.20938 24755.9603   4.7113504 299.7975     387.5894
## [2625,]         NA 227.43266 32102.1907   3.6468475 321.6711     433.2765
## [2626,]  7.6831565 221.57535 25475.8848   9.9149656       NA     372.8039
## [2627,]  7.4555412 225.31415 16242.0603   8.2041021 350.1081     331.6738
## [2628,]         NA 217.94498 37820.0473   8.2993393       NA     367.5701
## [2629,]  4.8118325 150.45128 27547.8071   7.5695437 296.0022     521.5616
## [2630,]  5.7201365 182.44016 13463.8524   8.2539665       NA     401.5095
## [2631,]  9.9615031 276.69976 18743.2225   9.1607396 361.2212     457.5516
## [2632,]  3.2309731 120.78545 13691.0950   6.8359514 328.2403     261.4352
## [2633,] 10.1884327 286.56799  7105.8007   9.8405404 321.6861     437.8795
## [2634,]  6.2629073 185.98265  5157.0536   7.8043908 338.1954     570.2883
## [2635,]  7.3998114 229.77626 28630.9544   8.7117057 302.3158     437.3669
## [2636,]  9.2716685 256.27339 26912.2284   5.7667802 274.6461     467.7523
## [2637,]  4.7041837 169.94391  7028.8396   8.9870427 317.8298     289.5375
## [2638,]  8.6547927 218.17266 14799.3115   6.1640486 366.1480     416.8703
## [2639,]  8.0187719 228.11146 27405.3162   6.4913603       NA     494.6204
## [2640,]  8.1893634 229.60850 13197.5668   6.0079562 334.0543     605.4657
## [2641,]  9.3410918 230.43006 18254.1107   6.1139739       NA     294.5828
## [2642,]         NA 228.25199 18593.2226   5.9052070       NA     475.2957
## [2643,]  4.8919600 153.50623  9559.5474   7.8470665 349.8244     496.8728
## [2644,]  6.0568178 211.76589  4440.2774   9.5073033       NA     316.9218
## [2645,]  5.6551174 146.76202 19271.9031   6.3914389 316.4956     469.8950
## [2646,]  7.8902634 164.70803 17645.0653   7.1413596       NA     634.1181
## [2647,] 11.9077398 298.09868 17083.1751   5.8789925       NA     400.3308
## [2648,]  8.8114722 270.20955 12138.4230  10.5205550 360.2956     437.5154
## [2649,]  4.1265813 113.02447 40528.8054   6.4899512       NA     392.1091
## [2650,]  5.7353587 149.17169 28628.1519   5.0730740       NA     465.5549
## [2651,]  8.0007758 237.51925 18419.1329   8.3233299 308.0063     396.3766
## [2652,]  8.7750475 191.52687 21768.6407   4.7510045 387.2456     435.5234
## [2653,]  8.3038310 222.95004 26030.6185   7.1089737       NA     368.2845
## [2654,]  5.0822414 191.76705 17739.1990   9.1117219 309.7875     413.1586
## [2655,]  5.8135465 184.03178 10112.2073   6.5369922 309.4512     441.5940
## [2656,]  3.4223942 141.30031 16017.6119   8.2147136       NA     580.8708
## [2657,]  5.9133749 148.60794 14467.7859   6.1590951       NA     427.0410
## [2658,]  6.7830237 236.27887  8213.7722   9.3328612       NA     501.0185
## [2659,]  6.8360599 205.66772 18321.3275   6.7128542 297.8372     494.4842
## [2660,]  4.8843882 136.55778 28392.4250   8.4404000       NA     386.1040
## [2661,]  8.3315532 238.99241 11635.7721   3.9232393 276.4023     406.2451
## [2662,]  7.8196592 225.10684 16403.9524   7.0933103 313.1681     413.2089
## [2663,]  5.4283569 167.01738 24930.1988   7.9670858 334.0870     400.3934
## [2664,]  4.5566567 156.42294 14400.7186   9.4612851       NA     483.7457
## [2665,]  7.3330034 189.44796 32358.5386   6.3463782 341.3464     490.6253
## [2666,]  7.1143867 196.53396 27022.7085   6.1767863       NA     497.5236
## [2667,]  6.3769505 170.22708 16079.3613   5.4338025 331.8569     311.7729
## [2668,]  9.3382350 248.37602 17416.8018   6.6658733 342.7208     505.6774
## [2669,]         NA 130.55856 17429.5849   6.3176544 322.0596     524.6456
## [2670,]  8.9338776 278.23175 14179.6227   8.1282624 318.3565     335.2405
## [2671,] 10.6005900 274.96878 21558.3087   6.1128191 350.3637     331.1205
## [2672,]  6.8388167 196.19621 11877.2366   9.6246994 365.3488     363.8035
## [2673,]  5.6008765 183.57378 20411.6644   9.7537662 336.4048     368.3600
## [2674,]  6.1025333 179.39723 24196.2644   7.1553438 321.4421     525.9001
## [2675,]  6.4909230 189.03159 30453.6232   6.0601189 297.5128     476.9167
## [2676,]  8.5069791 197.74514 20098.1995   6.4565558 344.1273     555.9198
## [2677,]  7.4132883 196.45230 17465.3456   6.3091958 355.1648     300.9335
## [2678,]         NA 252.40456 20197.2477   2.5622555 350.5478     454.9698
## [2679,]  7.5862358 190.89022 16409.9366   5.7390254       NA     402.7995
## [2680,]  7.1033484 249.58936  4425.4264   8.2117623 293.0787     268.4409
## [2681,]  6.1534959 163.20555 48175.8521   7.1538034 299.5668     344.7170
## [2682,]  2.3767681 129.86397 11684.1116   9.9748079 301.4297     503.9104
## [2683,]  7.5148357 215.43952 17017.4300   7.4170410 335.6525     483.6580
## [2684,]  7.4451893 225.39779 24741.5350   9.2484992       NA     402.1156
## [2685,]  4.8352977 136.29504 23031.2158   5.5601795 358.9331     567.4637
## [2686,]  8.3762797 248.13286 27824.1905   7.1005234 343.0580     433.4499
## [2687,]  7.9459091 213.06641 16769.8905   4.7453405 292.4192     478.1667
## [2688,]  8.7277789 202.41950 25521.8892   3.8302384 326.9079     461.9588
## [2689,]  6.0894308 207.26713 11339.1661   8.8883474 317.2791     531.7690
## [2690,]  7.1723231 191.38942 14702.0591   6.5571048 313.8663     525.0310
## [2691,]  8.3329535 236.53240 18881.7952   4.2756930       NA     384.7292
## [2692,]         NA 231.97330 21460.8382   8.6734831 360.6722     375.0821
## [2693,]  4.5633706 152.90756 13490.6081   7.4999168 338.5849     524.1080
## [2694,]         NA 181.08066 30050.4394   7.9756309 360.0869     378.1542
## [2695,]  3.6768450 173.67770 22581.2245  12.6533620 289.1268     599.7292
## [2696,]         NA 169.35593 23133.6624   8.2478276 337.0479     330.3553
## [2697,]  7.8890797 208.40237 24974.6928   7.2962819       NA     453.1670
## [2698,]  5.5257685 188.15598 16113.0106   8.3069263       NA     363.4719
## [2699,]  4.8580556 159.69555 32886.5289   7.6893046       NA     337.3880
## [2700,]  3.2728201 145.49231  7408.9762  11.9960151 336.6878     433.7097
## [2701,]  7.1175787 186.19968 31528.9487   6.3870372 335.3489     380.5783
## [2702,]  7.8222574 200.00279 22411.0069   5.2835936 343.0804     593.4836
## [2703,]  4.3340578 155.82935 13351.4138   8.6039268 321.7870     387.5218
## [2704,]         NA 214.03531 10039.5384  10.1301250 383.7543     487.4216
## [2705,]  8.8395839 246.06648 21179.7626   7.7176623 343.0474     753.3426
## [2706,]  5.2906669 160.43203  9265.1049   9.2720663 358.5471     464.5733
## [2707,]  7.8732717 182.64666 25337.1230   3.7150654 362.4846     315.1899
## [2708,]  7.1484409 173.27282 30656.1631   4.7378256       NA     525.8848
## [2709,]  6.4536052 175.47934 25257.6493   7.6265296 263.4013     376.5249
## [2710,]         NA 189.82342 20278.3383   6.7999401       NA     314.8342
## [2711,]  5.6541189 171.75155 16431.2049   7.2834542 387.9046     419.0973
## [2712,]  7.6506832 239.49015 15326.9250   8.9278964 373.4363     425.3364
## [2713,]  6.4182031 173.44621 19617.3085   7.3964721 321.8653     391.6675
## [2714,]  6.8480001 199.77681 26296.9483   7.3391733 354.2506     397.5365
## [2715,]  6.9916852 152.97622 20389.5938   2.6483899 331.2529     460.1462
## [2716,]  5.9247995 111.47858 15413.8961   6.9000299 347.8618     277.5881
## [2717,]  7.5266804 192.16710 38468.4136   6.6163675 290.6417     449.3175
## [2718,]         NA 233.06343 36640.3714  10.0002178 435.1152     337.6644
## [2719,]  5.3246414 142.80698   728.7508   8.4033164       NA     496.9976
## [2720,]  9.0383261 227.35766 34353.8397   5.5732773 231.0537     421.6645
## [2721,]  5.9459886 151.68580 12356.9056   7.8941203 342.0291     471.1221
## [2722,]  6.1950869 195.44316 19331.1940   9.1125582 342.8718     425.5029
## [2723,]  9.0628223 246.62970 27959.9262   5.6499706 308.7808     434.3954
## [2724,]  7.1374287 210.50275 17506.6088   7.3049282 301.6420     304.2395
## [2725,]  6.2320106 208.66817 12149.6967   8.5600393       NA     325.3447
## [2726,]  7.7808687 221.84449 40483.7304   6.1460984 302.3297     563.7200
## [2727,]  7.1500461 238.79823 14708.4742   8.6067743 450.9145     365.7391
## [2728,]  4.5741247 134.20129 22520.4186   8.1918271 403.3424     372.2001
## [2729,]  6.1793121 159.77326 21532.5192   8.0633346 272.4408     509.7721
## [2730,]  5.5663285 153.77551 14574.6611   8.0115497       NA     388.0504
## [2731,]         NA 160.09509 26561.5695   7.1870217 322.0905     372.6235
## [2732,]  7.1851677 209.68314 24909.7831   6.6910696       NA     501.7854
## [2733,]         NA 160.91581 13943.2450   8.3997300 380.7685     344.1542
## [2734,]  6.9904527 225.92345 17679.3511   7.2488667 377.8680     527.2058
## [2735,]  5.8107421 151.87617 25419.5517   7.8741665 313.3648     494.1530
## [2736,]  7.4441659 211.44632 20003.4977   7.2383015       NA     524.6452
## [2737,]  4.3748776 144.23718 17384.2572   8.8984362       NA     402.2712
## [2738,]  6.6025398 174.63298 21607.4832   6.5813272 308.9314     657.5704
## [2739,]  6.8574938 233.21057 22603.6495   6.6270590 368.1058     412.4347
## [2740,]         NA 176.77219 19486.1911   7.9601329 412.4073     276.5886
## [2741,]  6.7898208 197.30001 22527.6812   5.1669423 399.9818     422.4820
## [2742,]  8.5603493 244.79671 14254.6613   7.4539002 315.9711     500.5866
## [2743,]         NA 113.17596  9943.9298   6.3371379 354.2976     415.3383
## [2744,]  8.2770582 242.55925 12715.8143   5.1287325 371.3027     561.7612
## [2745,]         NA 157.78155 13711.7233   6.1339351       NA     289.7467
## [2746,]  6.9212570 158.29206 31177.1334   6.9789933       NA     531.6574
## [2747,]  5.6369236 159.13941 27283.7807   6.9187265 328.9073     317.8310
## [2748,]  6.6075033 231.56580 26420.8096   9.5778203 418.2409     443.3158
## [2749,]  4.9514135 153.21215 20117.3591   8.9855718 391.0690     418.3302
## [2750,]  5.9131329 184.39316 40847.7601   7.0418277 331.9600     563.4100
## [2751,]         NA 232.46873 15873.0344   6.3654688 313.2636     365.6265
## [2752,]  5.7962369 156.34709 15671.1193   8.4088316       NA     571.6137
## [2753,]  5.0396731 154.41833 23027.5498   7.7598434 422.7691     490.3328
## [2754,]  6.1635190 185.79032 37282.5225   8.2408318       NA     411.1836
## [2755,]  6.3391428 167.41971 16364.1594   8.0959914 312.3941     372.5116
## [2756,]  7.6106728 193.66187 20511.6208   6.6543318       NA     394.5954
## [2757,]  5.7820790 200.40479 25366.1207   9.2700662       NA     525.5330
## [2758,]  6.4515035 179.52893  7990.8915   6.1968765 377.2698     386.5418
## [2759,]         NA 179.57809 47591.2832   8.0973017       NA     548.8705
## [2760,]  6.9204487 196.31940 39251.1821   8.4937843 317.3823     487.5044
## [2761,]  6.5491876 212.92214 19236.0125   7.9601900       NA     424.3980
## [2762,]  6.3932313 185.83616 17258.1140   7.3299989 330.1321     326.4271
## [2763,]  6.1002454 160.60823 13886.8097   7.5427753 366.6888     449.9483
## [2764,]  6.3594313 208.20302 23347.1727   9.0003955       NA     336.5856
## [2765,]  6.2724750 190.20071 14642.2055   9.7345125 399.0529     448.5683
## [2766,]         NA 161.25033 23469.2209   8.3928321       NA     448.7880
## [2767,]  7.4938439 197.33129 26678.3929   7.1984346 269.8923     375.5031
## [2768,]  7.6352647 205.06763 17796.3746   7.1567379 306.8003     370.5610
## [2769,]  9.0976174 263.82412 38413.0571   7.6343621 274.9590     437.2635
## [2770,]  8.0401442 224.86348  6879.7647   8.1369306 418.9550     360.9577
## [2771,]  7.2969089 149.07950 15931.4292   6.5500963 276.0133     367.9048
## [2772,]  8.2268080 191.27868 16472.1923   6.8639271       NA     354.9262
## [2773,]  8.0141831 244.12010 30566.7675   7.7144466 307.9875     309.9304
## [2774,]  9.2528934 236.09879 12855.3462   5.7849758 276.2863     329.9228
## [2775,]  7.2881127 216.61247 18979.9817   7.6685104 358.9786     384.6950
## [2776,]  4.8654443 114.46390 32858.4831   7.4730702 365.3011     533.3032
## [2777,]  4.7628287 153.29702 22777.5321   6.8417207       NA     522.7362
## [2778,]  5.1415069 111.99403 11288.6347   5.8417499 389.2257     315.2297
## [2779,]  4.8863798 159.31797 38633.3052   8.3701793 375.8992     448.0509
## [2780,]  9.4541194 224.81713 21379.9639   5.4076917 227.6656     431.6130
## [2781,]  7.0005232 219.44264 26012.1303   6.2808868 395.2413     483.3199
## [2782,]  8.3239822 262.21859 21292.8288   7.0769440 350.3257     538.7923
## [2783,]  6.6431587 188.91354 32873.8200   6.7915094 333.8488     336.5615
## [2784,]         NA 208.20453 17835.3090   8.9303300 351.2150     278.2606
## [2785,]  6.7586565 190.33728 20666.4532   6.7836602       NA     484.6087
## [2786,]  8.6288934 186.63771 13688.0743   6.2890361 254.3588     392.7069
## [2787,]  9.7947178 254.42507 12490.5583   5.9924804 291.1973     576.0461
## [2788,]  5.3760783 185.54048 36026.4016   9.6499434 343.4866     347.5651
## [2789,]  5.6033260 207.89719 36873.5580   7.6313458 404.6729     511.4375
## [2790,]  8.5924177 228.67604 33013.4798   8.1723563       NA     328.5584
## [2791,]  7.2667815 178.25771 27468.6817   6.0439593 314.3906     400.6250
## [2792,]  8.0646528 214.81668 27172.8936   6.3691754 253.4812     490.2804
## [2793,]         NA 222.26872 18406.5942   8.1839883       NA     395.4488
## [2794,]  6.3364565 185.68000 25927.2654   8.1993185 321.8177     490.9724
## [2795,]  6.1663482 210.08656 37922.9056   6.7602207       NA     217.3583
## [2796,]  4.5333991 169.73522 30301.8567   7.0749067 413.1022     385.6561
## [2797,]  8.9516521 205.89235 15189.3278   3.0160326 283.8677     406.3092
## [2798,]  7.2107737 163.04728 14230.4191   7.3529406 324.0957     441.5241
## [2799,]  4.2382825 134.88951 29344.8445   8.1808742 351.2374     402.4272
## [2800,]  8.2640905 216.55189 23556.9344   5.8306853 333.5005     450.8575
## [2801,]  7.8933127 220.34832 14444.2896   8.0374000 300.1522     339.0661
## [2802,]  4.8555878 145.79037 14905.2559   9.8296747 392.6675     459.2880
## [2803,]  5.2304540 152.09417 24790.7246   6.3087295 388.9981     307.9181
## [2804,]  7.0172954 170.13245 20169.3443   5.2162801 378.2270     512.7684
## [2805,]  4.9419722 166.71044 19806.4113   8.0318649 426.1575     352.0391
## [2806,]  9.6382223 226.47022 30739.6891   6.8494013       NA     278.2514
## [2807,]  7.3373998 176.75350 18543.4994   7.1270778 278.3612     427.9307
## [2808,]         NA 241.06693 22656.7146   7.2938228       NA     315.6043
## [2809,]         NA 181.63015 22665.1385   7.2210679       NA     521.8735
## [2810,]  8.2575965 208.40417 20109.0263   6.2305818 235.7710     528.0687
## [2811,]  8.3152676 229.75745 15077.8503   7.0535033       NA     446.9549
## [2812,]         NA 114.73354 13677.9940   9.9812005 441.8268     524.0004
## [2813,]  7.1715936 250.22530 22431.0270   7.6976749       NA     462.7670
## [2814,]  6.9412789 180.81772 15433.1348   7.1401220 325.5159     480.8785
## [2815,]         NA 256.93638 13766.3308   5.0838659 290.3110     384.9065
## [2816,]  6.8885476 179.63248 30722.2982   6.5793281 284.8857     393.4932
## [2817,]  6.8331110 178.65807 31461.1968   7.9428572 302.5354     415.0974
## [2818,]  8.2479581 195.53954 28327.1673   5.3782860 281.2299     588.6992
## [2819,]  8.9223798 278.61945 21963.4760   8.1056385 334.0537     385.8748
## [2820,]  7.3560568 234.78230 31409.0640   7.3955297 283.5096     428.7531
## [2821,]         NA 168.40952 26148.5379   9.0304399 424.3021     445.3459
## [2822,]  9.7527032 269.64038 10194.3254   7.9780440 298.0825     580.0035
## [2823,]  6.8441418 184.39304 41408.1148   6.4599873       NA     398.0468
## [2824,]  6.9107651 242.09134  7764.4380   8.0458698 440.6355     487.9323
## [2825,]  8.8018460 205.40783 13121.1719   6.7017666 263.4827     399.2836
## [2826,]  6.2831036 236.82321 26188.1622   9.3643612 328.5035     470.8216
## [2827,]  6.3540381 227.23290 16174.4337   7.5674186 411.2853     355.5273
## [2828,]  5.9287673 192.04842 19240.0582   8.9868627 400.1642     459.2610
## [2829,]  6.8236420 170.32817 14053.2207   8.1206314       NA     544.0111
## [2830,]  7.3422312 198.16880 35273.9762   5.2688072 300.4059     448.1517
## [2831,]  7.1460197 195.92210 22445.1733   6.6520355       NA     484.4430
## [2832,]  5.0893878 147.99527 39659.8769   8.4248778       NA     498.7009
## [2833,]  8.5942173 228.16090 29706.2342   5.9244600 257.1487     517.8447
## [2834,]  8.1494373 220.20373 23978.1077   7.3841261 360.4140     461.8045
## [2835,]  9.2715785 274.02139 38886.3877   8.0459913 244.0863     504.6168
## [2836,]  7.0216175 203.20120 12352.8111   6.8457440 380.8041     435.6744
## [2837,]  7.8333610 249.34005 13394.7316   8.3416698 393.1379     443.6291
## [2838,]  6.6437344 202.41364 14110.9210   8.7541100 340.9756     291.0847
## [2839,]  6.7614137 216.53250 32156.8194   8.7230642 343.6011     526.3252
## [2840,]  7.2434822 196.98238 29772.0192   6.4972008       NA     322.3652
## [2841,]  7.9906582 211.28634 26951.8627   7.5107757       NA     638.0002
## [2842,]  7.6125168 225.49279 14812.9706   7.9825952 356.6902     341.0749
## [2843,]  6.0809929 182.41399 31321.0824   7.6242386 318.7228     498.4541
## [2844,]  7.8884245 269.57291 15761.8714   8.1734747       NA     490.8951
## [2845,]  6.6588336 182.38956 16828.8806   7.0712992 355.8969     434.6590
## [2846,]         NA 208.30383 23495.3075   5.8003400 274.9753     465.3309
## [2847,]  7.2229976 179.56029 21314.8698   5.8647167       NA     435.5739
## [2848,]         NA 194.71397 40611.7133   7.4231921 290.3323     517.6269
## [2849,]  6.4277206 166.85024 12215.4091   7.6967514 376.2826     352.7454
## [2850,]  5.0233808 136.97688 15040.8415   7.5880213 409.9187     454.8848
## [2851,]         NA 192.05766 25795.6936   6.1168634 318.9266     509.0628
## [2852,]  8.1639996 195.21250 27414.8991   5.4124814 231.7242     529.6818
## [2853,]         NA 202.88243 17505.8527   7.1043658 310.5328     429.2899
## [2854,]  5.2721565 181.73288 19015.4683   9.0130162 446.7240     390.0120
## [2855,]  6.9030743 206.92250 17947.9881   7.0480173       NA     601.9852
## [2856,]  7.4665584 212.81603 16679.6736   5.4362642 366.6013     358.9096
## [2857,]  7.3976507 260.08338 26730.6353   8.0769954 361.1132     376.4822
## [2858,]         NA 154.92597 30037.2216   5.7965710 252.0673     311.7500
## [2859,]         NA 226.31858 18465.2650   6.0263039 358.6972     366.9263
## [2860,]  5.5395337 200.71168 21021.4183   9.8273090 390.5542     437.3417
## [2861,]  7.3761611 199.17016 17181.0088   6.6024517 388.0285     357.3729
## [2862,]  9.3186139 317.33812 24497.8739   7.5974517 357.1672     476.5104
## [2863,]  6.7019409 168.74541 17176.8790   6.3909660 330.6747     404.9307
## [2864,]  5.5475763 182.64474 27417.9980   9.5860902 378.5261     596.6505
## [2865,]  9.0018229 263.51419 15379.9128   6.4736738 355.0064     561.6870
## [2866,]  9.1307689 266.74496  9929.1948   6.0119642 352.1532     542.8068
## [2867,]  4.0779205 185.85233  9975.6013  10.7584644       NA     307.8776
## [2868,]  7.1252111 209.74677 16701.5660   7.4587415 320.5009     404.7046
## [2869,] 13.5412402 187.60679 13475.9128   6.7560548       NA     411.2645
## [2870,]  7.1712237 199.16018 13163.0313   5.7625224 351.2781     436.6024
## [2871,]         NA 176.38665 26003.1633   7.8092512 358.4298     336.1420
## [2872,]  6.9777441 166.84557 18622.4448   6.6097062 353.3399     333.9686
## [2873,]  6.3571667 191.13551 14782.8042   6.1544479       NA     527.9326
## [2874,]         NA 231.30513 15629.7623   7.0180668 297.7489     406.3404
## [2875,]  8.3394368 175.59674 12629.8530   6.9763135       NA     452.3375
## [2876,]  6.2769565 178.26391 25590.6802   6.7487025       NA     445.1861
## [2877,] 10.9474726 146.88304 27671.5226   7.2791372       NA     376.9038
## [2878,]  9.8717912 114.37145 27912.9083   8.6602688 340.0463     490.4518
## [2879,]  4.3171874 225.51457 27163.4579   6.8881355 325.9337     446.3413
## [2880,]  4.2275374 201.44749 13122.3296   6.9325579 374.8435     402.6608
## [2881,]  4.1400771 253.59984 40626.8478   7.7545326 265.4687     432.5112
## [2882,]  5.3499973 193.80812 31795.6256   8.2178194 327.2334     431.4760
## [2883,]  7.5780143 204.73048 19944.5731   6.1926529       NA     517.4831
## [2884,]  7.7101379 174.35058 31017.2394   8.2122343 269.8598     437.5141
## [2885,]  8.3307433 198.99580 28919.8118   7.4362137 304.2938     429.2255
## [2886,]  6.5109723 188.88292 20081.7454   6.5596978 368.9857     367.9346
## [2887,]         NA 206.03629  8667.7202   6.3299521 353.5294     599.5460
## [2888,]  6.9343106 228.19448 13901.6447   6.0455029 281.5521     403.2151
## [2889,]  8.6186538 257.59588 11595.3550   6.3999333       NA     343.7400
## [2890,]  8.4609640 236.83178 13158.8484   5.4782757       NA     547.9117
## [2891,]  4.0042483 210.48601 32821.8501   6.8684384       NA     354.4395
## [2892,]  3.7620976 196.02426 45050.0023   8.7255821 324.1462     493.2265
## [2893,]  3.7951329 178.43292 27179.4048   6.4810189       NA     365.4917
## [2894,]  5.6607363 232.74985 16488.0175   6.2629329 294.2103     385.7481
## [2895,]  9.3961484 224.75396 25825.3870   7.3912993 301.6151     503.7937
## [2896,] 13.3498886 152.77646 18464.9008   6.7179726 334.8641     450.8464
## [2897,]         NA 184.68839 20857.9082   6.4629458 322.6806     395.7856
## [2898,]  7.8179013 221.08971 13742.1460   6.3737374 287.6985     460.5992
## [2899,]         NA 220.89270  7460.2473   4.9875371       NA     320.3548
## [2900,]  1.4317816 228.13038 12937.2469   6.2147728 319.7341     495.3799
## [2901,]  6.9700367 182.88859 32037.6055   7.4127654 376.9519     325.7924
## [2902,] 10.8518603 166.74195 12887.1938   7.7019317       NA     589.6281
## [2903,]  6.5880073 244.94322 23898.9745   6.7809361 273.7366     330.9148
## [2904,]  9.0043522 222.48978 16544.8275   6.1240952       NA     411.1936
## [2905,]         NA 161.57889 11582.4626   6.7204733       NA     393.8378
## [2906,]  4.3282825 192.16632 30592.5488   7.4258941 327.3034     543.7160
## [2907,]  7.4178239 243.30469   320.9426   4.5986699 336.0980     361.1018
## [2908,]  3.2616698 190.95736 28760.0068   7.9295395       NA     424.2128
## [2909,]         NA 239.75793 12318.4039   6.4077331 259.1221     481.9799
## [2910,]  7.9288313 231.25222 17444.8144   6.2917980       NA     389.0057
## [2911,]  7.9753299 165.71424 17182.4504   7.0021920 383.2667     363.8536
## [2912,]  9.5041578 195.10924 19946.2647   7.4676849 300.6795     382.4730
## [2913,]  5.1587226 119.09384 33892.2460   7.5721754 407.4768     325.2026
## [2914,]  3.9234736 227.70554 24200.3535   7.0008754       NA     292.3902
## [2915,]         NA 193.46221 13852.5319   7.1457017 358.9566     480.3107
## [2916,]  5.8497783 229.93669 27435.3066   6.5749576 277.0330     596.4032
## [2917,]  5.8908704 184.05576 34920.0393   7.4013668 343.7916     281.5445
## [2918,]  5.9634792 223.03164 24435.6421   6.2212920 305.9470     284.4970
## [2919,]  6.1067596 211.45449 39430.3078   8.3168974 348.7767     389.5914
## [2920,]  6.8989325 209.63642 15422.2209   6.8849184 293.5620     396.8112
## [2921,]  8.0918123 200.97330 26472.6918   6.7256802       NA     432.1899
## [2922,]  7.6119824 190.66280  9138.0293   5.2242563 329.5807     577.4447
## [2923,]  8.8869793 180.56397 26062.4472   8.8089634 327.2236     378.6589
## [2924,]  6.5320973 163.39624  8240.8127   6.6415434 402.8368     601.0330
## [2925,]  7.8339805 203.16941 11174.2748   6.2465025 394.8908     338.2311
## [2926,] 11.5631691 174.94286 19359.4288   6.4956193 332.4465     366.3127
## [2927,]  6.7828685 196.18256 25366.7979   7.2003584 312.4266     435.0946
## [2928,]  8.2887655 211.45274 11234.0415   6.3855105 360.8433     525.0886
## [2929,]  0.9755780 221.20411 31145.1107   7.6155834 333.6778     439.1128
## [2930,]  7.5289804 225.34099  8129.7349   6.3054723 309.2312     379.3393
## [2931,]  9.7646581 119.16401 38781.4574   9.3346321 380.2306     512.3318
## [2932,] 10.1916652 211.56690 13630.0473   6.5244763 297.0491     468.3714
## [2933,]  2.9251743 260.45804 39233.0988   7.6701495 303.4021     403.2437
## [2934,]         NA 200.66193 29513.8049   7.9663002 347.5414     476.2016
## [2935,]  6.6577936 205.54318 18844.0370   6.7342281 363.3979     555.8990
## [2936,]  7.0052301 219.92200 26597.5864   7.3510215 333.5837     379.5988
## [2937,]         NA 178.08044 35044.3713   7.7600273 357.0828     381.6451
## [2938,]  6.2278419 183.30905 38976.0352   8.2473329       NA     531.6307
## [2939,]  6.3927605 216.67554 19323.6773   5.9064055 283.2055     358.1745
## [2940,]  6.0880225 162.27836 23567.1329   7.6985817 372.8351     387.9706
## [2941,]  3.9613890 173.02964 24028.4054   8.0056310 391.0023     444.7943
## [2942,]  4.2751597 229.44311 26098.6380   6.5252027 281.8968     508.7921
## [2943,]  7.3019035 224.46780 23565.1784   7.5540474 280.1295     487.3333
## [2944,] 10.8934847 177.73436 25702.5187   7.6598301 312.3993     383.1996
## [2945,]  6.7980975 198.11638 35883.7801   7.0518136       NA     470.4935
## [2946,] 11.4967025 195.98949 14158.1573   7.2352240 311.9651     357.5226
## [2947,]  5.8082386 195.51452 43110.5037   7.3688192 281.9189     325.8314
## [2948,]         NA 183.52111 20461.2527   7.3332122 333.1195     356.3690
## [2949,]  5.6793305 182.14527 17909.1156   7.5385921       NA     546.8951
## [2950,]  7.7833056 196.81595 24789.3547   6.5484975 331.0368     372.7650
## [2951,]  6.3164705 187.03012 32651.8028   8.1491775 314.2083     463.3412
## [2952,]  8.6053745 217.04313 22970.9573   7.4099568       NA     264.6995
## [2953,]         NA 162.97856 26281.2978   8.5236706 369.8627     403.6000
## [2954,]  7.0575526 177.67431 13129.1498   7.3123524 367.3285     393.7405
## [2955,]  4.8501042 186.67618 32808.3075   7.4962625 293.7579     392.7005
## [2956,]         NA 202.61437 31606.3488   6.4645812       NA     380.9747
## [2957,]  4.5609165 165.77312 22939.1444   7.9882319 352.7935     323.7833
## [2958,]  9.1308281 209.74304 11643.6635   6.5946823 326.3946     509.6618
## [2959,]         NA 185.12200 16110.1836   6.4444349 355.5674     386.5086
## [2960,]  4.2335586 194.97504 22185.7640   7.1168093 377.8469     355.8171
## [2961,]  5.5710197 189.72823 26138.0976   8.8327620 361.8555     434.0513
## [2962,]         NA 155.31756 22911.6145   8.3158159 409.5864     424.7797
## [2963,]  8.5271425 217.39478  3413.0816   5.6700274 337.6311     615.6112
## [2964,]  4.5708544 194.96795 44260.1912   8.0304517       NA     460.7791
## [2965,]  8.9037338 194.21628 13319.4957   5.5668958 323.4244     317.3492
## [2966,]  9.4599305 222.89466 14450.1757   6.7909139 293.7463     433.1450
## [2967,]  6.0402817 139.77087 20472.8746   6.8109778 357.5933     488.2749
## [2968,]         NA 171.16665 20412.2839   6.8963180 367.1895     354.2703
## [2969,]  4.6634922 170.95183 41452.6256   8.7257654 362.4154     378.1490
## [2970,]  5.7263362 191.75229 35899.2803   8.0666540 378.7746     307.9876
## [2971,] 10.9331107 162.42492 18846.6349   7.0852608       NA     593.7258
## [2972,]  4.2815221 188.78358 22330.4668   6.9576762 325.1608     306.6925
## [2973,]  7.9484884 197.59454 23602.1878   7.0984583       NA     394.7680
## [2974,]  6.8256470 176.84106 12838.9144   5.7924247 393.7986     447.2891
## [2975,]  7.2853712 169.14919 17375.9707   9.4046873 394.0924     373.1903
## [2976,]  5.9849412 180.77656 33244.5556   8.0865170 364.7064     392.9710
## [2977,]  5.3689883 250.66092 15973.6869   6.4162983 277.1519     334.8200
## [2978,]  4.0165902 255.61657 28612.2661   7.3405950 290.6907     442.3851
## [2979,]         NA 254.12539  9959.1350   4.0085841       NA     364.8063
## [2980,]  7.7190008 196.00752 13939.2940   6.9355507 345.6537     423.2035
## [2981,]  5.9837313 221.55738 18438.8234   6.6543723 316.7790     443.5439
## [2982,]  7.7326017 166.98683 18445.7435   7.1728509       NA     453.3856
## [2983,]  8.8478807 190.70085 11705.0723   6.6633971 380.5925     386.4642
## [2984,]  7.5618329 170.17516 23254.0096   7.5833268 328.7026     397.5880
## [2985,]  8.7585601 174.72869 25564.7676   8.0702546       NA     371.9152
## [2986,]         NA 188.44547 28791.6144   8.0403564 382.0095     422.2349
## [2987,]  3.8329174 218.72384 23535.0289   6.4754021 352.5059     421.1835
## [2988,]  3.7301280 230.29946 16892.8957   6.9971716 323.5205     456.9057
## [2989,]  5.8015713 201.89247 15327.8797   6.8606474 328.9326     281.0850
## [2990,]  3.6784318 187.49670 23103.4104   7.1451448       NA     350.5405
## [2991,]  5.1435875 180.38262 32740.5647   7.9888926 328.4374     389.2421
## [2992,]  6.6282562 198.86574 15911.3575   7.5179059 342.0159     437.9186
## [2993,]         NA 196.08356 18592.0839   7.2454364 321.8140     552.8790
## [2994,]  3.1020756 198.48865 45148.8081   7.8216504 324.6441     427.2168
## [2995,]  4.4975851 193.93651 27768.3829   6.9063478 330.4307     556.0329
## [2996,]  5.5841244 203.75643 29999.9870   7.2133287 310.6603     366.5581
## [2997,]         NA 205.06588 16034.4537   7.1360081 397.4697     459.2984
## [2998,] 10.3312733 166.45978 15824.8227   6.3963645 361.1562     376.1021
## [2999,]  9.1307959 200.03235 28273.6032   7.4975264       NA     453.8736
## [3000,]  4.6188508 199.31891 27174.6876   7.2185879 371.0569     312.2814
## [3001,]  6.9312442 207.58895 24359.4704   7.2220043 313.8197     477.0630
## [3002,]  5.6021586 264.57352 29860.2758   7.0145283       NA     530.2048
## [3003,]  7.5205189 228.56261 22160.8197   7.4737985       NA     545.1467
## [3004,]  5.5824698 172.33158 23512.8380   8.0113162 364.4834     452.0808
## [3005,]  7.9927496 193.60914 14610.4128   7.2189040 332.4688     468.6030
## [3006,]  8.2103580 210.22211 22619.2399   7.5679877       NA     361.6144
## [3007,]  9.9019306 206.74647 13180.6778   5.8788346       NA     426.5348
## [3008,]         NA 191.25866 14064.8992   7.0369493 361.1550     399.8387
## [3009,]  9.4058751 149.30830 27180.0572   7.8673095       NA     398.8062
## [3010,]  9.5878950 195.83711 11351.8619   6.2674757 366.4289     323.7949
## [3011,]  4.6332025 208.90804 29307.1289   6.1255852 304.0318     456.2148
## [3012,]  6.9011110 154.47409 21103.3032   7.9287002 376.0011     450.2530
## [3013,]  7.7955576 136.09068 26484.5153   7.5553205 426.5000     471.4134
## [3014,]         NA 215.43192 19909.9388   6.9026282 299.0864     371.4829
## [3015,]  0.0000000 214.84614 49456.5871   7.8975390       NA     583.4488
## [3016,]  8.3982611 177.34721 18003.2573   7.3909240       NA     498.3654
## [3017,]  6.2551497 153.64049 24316.1633   8.2115951 367.3445     295.0425
## [3018,] 11.4968589 186.12530 12253.3034   8.0669799 325.4093     260.5318
## [3019,]         NA 200.71721 40581.4868   6.7599807 263.8765     283.1720
## [3020,]  9.3473446 201.63284 13749.5960   7.3337421 322.0447     512.4463
## [3021,] 11.6211401 203.73037 15102.2374   7.8164150       NA     447.0452
## [3022,] 10.3376709 163.27623 21820.2959   7.8995209 356.1796     561.2062
## [3023,]         NA 196.05174 21919.4702   6.7302765 359.7014     401.7313
## [3024,]  5.2879828 245.02346 27733.7131   7.1350634 238.8440     464.0748
## [3025,]  7.6175241 179.59619 30308.2312   6.9526169 329.4224     355.4255
## [3026,]  7.1491246 202.58254 23158.3891   6.0678120 302.0027     301.9842
## [3027,]  8.6513897 154.54695 15901.2852   6.5109801 419.2163     444.8436
## [3028,]  5.2900044 174.73842 28697.0048   8.6067898 317.0165     480.6804
## [3029,]  5.3695842 170.83519 27199.6420   8.0658857 376.0556     401.8330
## [3030,]  8.7472715 198.71223 30348.2437   7.3244982       NA     333.6393
## [3031,]  8.0403923 200.63758 12999.1448   6.6963558 356.8700     394.0177
## [3032,]  8.5504278 206.52257 10453.0873   6.4820093 326.1255     347.8243
## [3033,]  7.7393257 207.76433 30412.3723   7.8139666 289.4136     273.6971
## [3034,]  7.1045949 201.62712 18093.9722   8.4741231 361.6292     348.7329
## [3035,]  6.9882062 144.20954 33357.5159   6.7719445       NA     409.0068
## [3036,]  7.8697819 184.06617 18608.6563   7.4110347       NA     364.5776
## [3037,]  8.8596960 194.55648 20231.5176   6.5196585 332.3499     476.2317
## [3038,]  7.3975440 184.84092 19797.1085   8.4220000 387.1903     428.4148
## [3039,]  5.1748960 205.51902 12871.5512   7.0995989 365.6844     501.1940
## [3040,]         NA 184.21824 32328.5383   8.3812315       NA     452.8903
## [3041,]  5.4709818 191.81305 36435.7935   7.3696495 323.1200     383.8711
## [3042,]  6.7118146 232.20643 23936.2753   6.6190879       NA     463.5103
## [3043,]  4.9331061 162.18438 27771.0801   7.7577016 317.9354     493.3041
## [3044,]  6.2608916 188.06181 33809.2247   8.1413012 341.4980     522.3012
## [3045,]  7.6935552 224.39304 21856.1452   7.0414403 275.2720     404.8239
## [3046,]  5.6228071 194.46324 16119.3402   6.9079870 336.6482     408.4591
## [3047,]  6.1748843 193.02796 23006.2422   8.0983123 340.2534     297.1126
## [3048,]  5.0394068 194.40417 19336.6081   7.1947650 339.2321     515.8072
## [3049,]  7.7569392 219.57622 16478.0714   6.9505412       NA     362.7492
## [3050,]  9.8099964 139.11870 16819.4232   7.7919820 361.0280     438.1792
## [3051,]  8.4795928 200.76568 14901.8081   7.3795061       NA     485.0932
## [3052,]  8.8628679 181.66540 17465.0959   7.1317035 356.4819     529.0860
## [3053,]  6.1557386 166.29292 30284.4949   8.9958960       NA     351.6267
## [3054,]  7.2872864 219.69512 18085.5028   6.0105688 277.3297     406.5648
## [3055,]  9.0658942 164.67480 20260.4037   7.5881750 304.5675     408.9013
## [3056,]  9.3145224 203.34165 23087.2177   6.4370705 297.5668     373.0442
## [3057,]  9.7599378 182.75080 19945.3683   6.7192566       NA     343.5970
## [3058,]  7.9854064 200.13470 17583.0803   6.7717288 296.5698     377.5842
## [3059,]  8.1083508 202.51019 26730.1926   8.3951294 323.9518     368.4550
## [3060,]  8.2430910 214.53299 29461.0238   8.3151296       NA     514.4900
## [3061,] 10.2893796 162.78025 18869.2121   6.9064965 344.1876     585.6796
## [3062,]  3.9890321 216.07614 40175.2061   7.4874228 309.8008     399.0472
## [3063,]         NA 209.53170 44982.7342   8.8980240       NA     349.3852
## [3064,]  8.5196390 190.99496 14578.9613   6.6026935       NA     498.5336
## [3065,]         NA 169.54741 20004.7336   6.4376749       NA     349.8650
## [3066,]         NA 223.37668 20992.2817   7.7604081 340.3658     332.4880
## [3067,]  4.4953577 234.19192 14080.8337   6.3406824 296.3142     382.4081
## [3068,]         NA 193.09126 17777.1001   6.0879491       NA     543.1150
## [3069,]  5.6205334 226.98784 27852.0974   6.5214708 309.2281     414.0615
## [3070,]  8.5529937 199.59978 10452.7244   6.5879335       NA     316.2575
## [3071,]         NA 216.23798 20886.7866   7.3263701 303.4987     269.8175
## [3072,] 10.2099558 148.37923 18413.0968   7.4079672 390.6190     410.5682
## [3073,]         NA 205.23363 21829.2731   6.6770571 331.6746     338.5678
## [3074,]  6.5882080 179.69915 35263.6124   7.4453431       NA     527.4493
## [3075,]  8.5583888 198.88887  8535.4030   4.7966658 321.4035     453.5712
## [3076,]  8.4269064 159.69025 19576.5304   7.6643752 344.1451     390.6909
## [3077,]  7.2075386 174.80517 15796.3997   6.9540413       NA     555.5962
## [3078,] 10.2276897 225.91912  9546.1292   5.8996764 313.9873     372.5328
## [3079,] 11.3905431 145.34194 16175.2219   6.6138647       NA     553.4889
## [3080,]         NA 199.38309  5576.6283   4.9988437 341.0883     388.2493
## [3081,]  6.5800433 220.57547 27668.4857   6.1980690       NA     474.6277
## [3082,] 10.8178311 141.48839 23989.9902   7.9620665 389.3929     361.6321
## [3083,]  5.0936751 251.31378 30245.9570   6.7188297 267.0261     271.6307
## [3084,]  5.2642838 142.53413 25556.0531   6.6007870 416.2628     443.7592
## [3085,]  7.9712987 151.03293 29827.7940   7.6621539 405.8299     376.9122
## [3086,]  8.3503510 239.81600 17177.7888   6.1089474 272.8447     294.8761
## [3087,]         NA 184.61485 22289.7271   7.1674048 392.4622     409.4910
## [3088,]  4.0320605 200.06797 14720.5448   6.4826786       NA     519.2134
## [3089,]  2.1285314 192.69642 24905.2845   7.7577698 383.5199     473.5501
## [3090,]  9.8420563 217.89677  6785.1453   6.0288982 333.0735     432.3324
## [3091,]  7.6646281 150.66721 33918.0408   8.7462954 406.4761     436.3356
## [3092,]         NA 233.99317 27197.3024   7.2974525 301.8488     490.7662
## [3093,]  7.2603197 194.24774  8127.0713   6.6740318 394.5558     312.3490
## [3094,]  9.5378786 200.55751 20044.2063   7.0786895 303.9193     335.5548
## [3095,]  1.9853834 216.48002 23039.3285   6.7692676 344.0143     341.0784
## [3096,]  7.2489912 184.07103 33123.4430   7.1861733 322.3657     345.3566
## [3097,]  6.9682090 178.21731 39995.1863   8.9306890 337.0649     393.6770
## [3098,]  6.1505530 212.81938 15017.7473   5.5444355 319.4950     279.4471
## [3099,]  6.3007555 179.45279 25668.1990   8.9315308 341.4930     458.8354
## [3100,]  6.9207996 218.09861 13477.3816   5.6598371       NA     302.4124
## [3101,]  6.4818903 179.91971 34698.6212   8.5384917 338.0123     504.3972
## [3102,]         NA 208.93146 16429.9079   5.8732771 310.9856     364.9195
## [3103,]  7.3095965 193.47260 19343.1495   7.6640606 306.6855     426.5619
## [3104,]  5.9672742 187.08508 30846.5855   7.2811055 339.0637     323.9627
## [3105,]  8.6312700 164.37117 14880.6518   7.2782632 350.9516     444.1081
## [3106,]  9.1726245 165.68755 11319.1062   6.6188528 372.5547     420.4291
## [3107,]         NA 156.77318 23084.0666   7.2697950 334.9561     378.2539
## [3108,]  3.3376290 216.25709 42310.8275   8.1306633       NA     352.2641
## [3109,] 11.4497393 186.65265 12355.3441   7.0655763 321.8315     503.9641
## [3110,]  6.2836788 205.37662 19905.4365   7.0783446 284.2060     471.9040
## [3111,]         NA 192.40788 25460.3008   8.2314746       NA     465.8840
## [3112,]  8.7617684 212.42695 14168.9249   6.3857326       NA     488.5995
## [3113,]  6.6167307 195.09697 34277.7604   7.6326385       NA     417.4651
## [3114,]  7.7345692 230.91951 21776.5945   6.9085909       NA     395.1150
## [3115,]  6.9715772 185.90694 27959.9879   7.2145102 349.7439     414.0674
## [3116,]  4.7091867 179.14102 22291.4186   6.7742761 407.4180     371.2648
## [3117,]  5.2300032 176.71402 27971.8918   7.5979806 413.9140     440.3554
## [3118,]  5.2741854 227.34019 17605.5358   6.3269795 358.5899     489.4346
## [3119,]  8.4334431 224.85609 12833.4612   6.1794959 327.5333     411.8499
## [3120,]  6.8478632 234.94220 24456.1749   5.5962405 334.8730     337.5732
## [3121,]  7.2635451 160.44306 16129.7069   8.0910140 328.4472     478.5151
## [3122,]  6.7332669 191.30563  6193.3306   7.7397710       NA     424.6668
## [3123,]         NA 258.44727 25498.3295   4.9221669 341.0396     425.7970
## [3124,]         NA 232.94324  8729.0962   5.8859922       NA     400.5177
## [3125,]  7.7776654 233.76158 16780.1161   6.1232975 323.5381     520.2851
## [3126,]  6.1037313 184.32869 17977.5256   7.2755306       NA     334.9497
## [3127,]  6.6657742 155.70968 30610.0479   8.1725484 337.1738     425.6920
## [3128,]         NA 215.94070 10171.7101   6.6222843       NA     378.3175
## [3129,]  4.9598528 215.85487  9887.8308   6.9542306 379.5047     527.4797
## [3130,]  6.3979050 249.96924 22057.0518   4.8927167 375.4945     334.2699
## [3131,]  8.1403445 153.74817 50793.8989   7.8434977 306.2190     423.4559
## [3132,]  6.8506254 232.93120 15338.0616   6.1426180       NA     438.3473
## [3133,]  6.7147769 185.90930 34558.4027   6.5548577 360.5082     303.9682
## [3134,]  4.3371195 207.36191 34355.6184   6.8091532 374.0728     530.0696
## [3135,]  8.4332908 161.19528 15904.2434   8.4237659 300.1190     479.9959
## [3136,]  7.2742126 197.66095 27198.4326   7.7978400 304.8500     300.0199
## [3137,]  6.5791850 186.98687 16700.0349   6.4549248 379.0407     405.2769
## [3138,]         NA 240.61152 20006.2291   4.9072993 379.7586     327.3056
## [3139,]  8.6510234 188.71164 13207.8610   6.8346733 335.2448     399.6911
## [3140,]  8.3576130 163.09825 34989.0471   7.6969427 317.3017     404.4926
## [3141,]         NA 242.82759 29298.0743   5.8538400 340.3486     463.1152
## [3142,]  6.6587416 216.56470 25172.5858   6.7855205 330.5176     620.4490
## [3143,] 10.5037865 125.97519 38605.3315   8.7105525       NA     674.4435
## [3144,]  6.3323869 186.83803 23073.0640   8.0820039 326.9805     233.9080
## [3145,]         NA 214.59368 22038.5116   6.1996276 294.2414     332.4725
## [3146,]  6.7304278 183.91530  9258.7671   8.0051729 345.0720     320.6679
## [3147,]  8.2977832 183.61412 20316.4267   7.1088094 322.0958     295.6540
## [3148,]  6.2592675 130.37427  9734.6771  10.2823289 320.3598     399.3507
## [3149,]  8.0761263 132.67030 10816.2734   9.5132691 314.9705     479.7589
## [3150,]  5.7310421 223.70497  1351.9070   6.4967226 380.5141     620.3046
## [3151,]  6.5633566 241.28632 56320.5870   5.3655576       NA     415.8172
## [3152,]  5.3037643 231.01878  6675.6822   6.1000643 388.8020     465.8305
## [3153,]  7.6478716 160.77435 29000.5897   7.2174093       NA     438.8010
## [3154,]         NA 139.16974 33784.8262   9.6405205 275.3320     499.4281
## [3155,]  7.9514512 185.42172  6108.7957   7.1178586 344.7957     283.8773
## [3156,]  8.8321423 176.80866 12171.0245   7.4753362 321.2576     395.3873
## [3157,]  8.2508300 184.38512 21616.6339   7.1667337 305.1774     412.9471
## [3158,]  5.8605742 240.88714 18321.9923   6.0463855 351.0498     491.8754
## [3159,]  8.1821033 186.67050 19642.3944   7.7151357       NA     370.3214
## [3160,]  7.8895793 153.56974 41210.6670   8.4576387 294.2601     354.4827
## [3161,]  8.7134829 169.57853 23838.8173   8.1626876       NA     478.9830
## [3162,]  6.1859249 236.03478  1198.9437   6.1400332 374.0954     436.2362
## [3163,]  9.0797151 222.04263 53735.8992   6.8949154 254.0410     382.8962
## [3164,]  8.3795127 164.16817 24409.0968   8.1990172       NA     430.2389
## [3165,]  9.2219556 151.45483 26502.5958   8.0971937 294.1928     541.6014
## [3166,]  9.3706966 157.71936 15106.3086   7.7628618 316.3920     424.9157
## [3167,]  7.4875734 149.76874 28837.3304   8.5609745       NA     531.1810
## [3168,]  6.0283488 225.67487 12145.5446   6.1262700 365.9617     503.1121
## [3169,]  6.2833186 228.52484 11601.6424   6.3222192       NA     414.7844
## [3170,]  5.6664461 142.14781 24383.7415   9.9895512 320.2643     511.9540
## [3171,]  6.9853037 219.58644 16470.9522   6.4455129 339.0540     492.9030
## [3172,]  7.2733682 175.01508 14206.3573   7.8390666 337.6446     322.4907
## [3173,]  7.4496597 193.04208 32251.3596   6.0865994 337.1350     572.8061
## [3174,]  7.6181196 202.71550 44539.7383   5.8162160 338.0701     459.0784
## [3175,]  6.6981539 198.28627 34675.8628   6.2636016 360.2328     430.9350
## [3176,]  7.0272969 185.83867 31151.6152   7.6255451 327.2217     398.7050
## [3177,]  8.6109630 125.15877 32079.7748   9.8449214 264.0528     342.2053
## [3178,]  7.4235860 180.45387 34451.9842   7.9306510 303.7901     429.8600
## [3179,]  5.4566809 219.51989 20967.8406   6.8267821 355.0829     312.0198
## [3180,]  9.6128990  94.90898 16598.5775   9.1430460 311.2962     535.6987
## [3181,]  8.2469199 119.02822  7747.5773   9.1242252       NA     579.2477
## [3182,]  6.6411741 191.91690 10220.7124   6.6750806 380.3636     421.4174
## [3183,]  6.6460673 197.22207 16863.4387   6.7939292       NA     505.2959
## [3184,]  7.1644783 213.00244 32751.9290   6.2921483       NA     490.9331
## [3185,]  8.2850715 151.57378 14402.7267   9.0500802 303.0818     322.5218
## [3186,]  6.1100222 234.80096 16663.5391   5.9845361 348.0552     437.8921
## [3187,]  8.3166637 110.90360 24814.4858   9.4895657       NA     480.4723
## [3188,]         NA 184.99370 14875.9565   7.4982101 367.3266     435.6030
## [3189,]  9.0046806 173.73933 28311.2918   8.4750834       NA     531.5214
## [3190,]  6.8865126 211.45442 35018.3256   6.0675969       NA     549.9971
## [3191,]  9.2936216 193.06172 50166.5333   6.3018842       NA     365.4392
## [3192,]  6.9851922 133.43213 21944.6418   8.5776545 341.2399     536.2772
## [3193,]  5.0941644 223.16713 22957.6534   6.9774209 350.1013     476.6245
## [3194,]  6.1500344 188.41306  8406.7232   7.7447136 358.5917     449.3588
## [3195,]  6.1896993 224.43295 15229.7029   5.8791838 366.5011     649.8058
## [3196,]  7.4979878 185.81028 30927.3943   7.5793773       NA     476.3871
## [3197,]  6.9652799 162.69945 24312.0378   9.1297549 307.7592     490.8155
## [3198,]  5.4121195 272.51469  2835.3032   5.7780103       NA     347.8044
## [3199,]  7.5030858 186.71333 32000.1789   7.6417765 315.9741     473.5316
## [3200,]         NA 209.14999 27030.7550   6.0937504 350.0603     407.9106
## [3201,]  8.5810428 153.70909 19970.4343   7.6616873 312.8851     520.8084
## [3202,]  5.5300550 207.99822 38918.7781   6.5431345 360.0707     427.6643
## [3203,]  8.7439585 197.74933 40843.6166   6.3688620 310.6772     326.2533
## [3204,]  9.0523837 120.02173 22203.4873   9.3683398 285.2335     372.2752
## [3205,]  8.0772609 125.30272 23931.2828   8.7731619 317.6933     398.3288
## [3206,]  6.6820974 228.30319  7705.2986   5.9473504 363.5370     254.3923
## [3207,]  4.7313201 230.93869 15517.3911   6.6147051       NA     384.8067
## [3208,]  9.2414200 127.91883 39566.7544   8.8608184 281.9956     487.3392
## [3209,]  5.6283133 192.34074 22856.7429   7.7646926 343.0395     439.0548
## [3210,]  4.8578026 222.39999 15668.2736   7.9007901 320.3945     417.8041
## [3211,]  8.4304717 195.71729 35254.0260   6.7035386 314.7278     282.5999
## [3212,]  6.8176084 219.33743 27548.6142   6.2981213 340.9376     530.7100
## [3213,]  5.9137553 175.32606 12044.6247   8.3687855 347.8804     380.9672
## [3214,]         NA 257.23543 28149.0527   5.9945560 336.0624     551.8501
## [3215,]  5.5002766 263.68316 19911.2249   4.7553122 366.9427     435.8657
## [3216,]  5.6086232 271.88222 43680.2225   4.1573353 366.8665     450.8961
## [3217,]  5.6092354 216.12267 14825.9345   7.0017881 355.2117     330.0927
## [3218,]         NA  98.36791 28415.5758  10.5589500 296.8432     505.2403
## [3219,]  5.8598221 287.97554  3640.7343   4.0726263 391.6974     447.1219
## [3220,]  6.4177160 209.70243 31974.4816   7.2634253 321.3821     289.4501
## [3221,]  6.1705261 193.33552 16206.2197   7.1239665       NA     528.0961
## [3222,]  4.0340634 303.70263 33219.0745   4.4255593       NA     494.3209
## [3223,]  4.9794688 240.81347 24167.8429   5.5938304       NA     398.0290
## [3224,]  8.0974538 218.99244 18112.2844   6.1969474       NA     376.5698
## [3225,]         NA 198.21870 31081.7353   7.4191064       NA     517.9259
## [3226,]  8.4687411 132.45648 21038.4426   8.0013778 345.0007     360.5756
## [3227,]  7.8708534 210.62782 51731.8206   6.1909634       NA     533.2913
## [3228,]  7.6795951 200.07293 32000.8439   7.6337252 290.7403     583.6084
## [3229,]  7.2265927 207.83223 22097.4132   5.8627173 354.7084     353.6540
## [3230,]         NA 203.20466 10643.1868   6.8289364       NA     384.5977
## [3231,]  8.6591130 114.80758 23514.6366   8.7353153 333.0272     318.6407
## [3232,]         NA 225.75411 28194.4526   5.8928300 366.2016     418.2729
## [3233,]  6.3601958 198.91145 13742.1395   7.4414865 338.4096     423.6256
## [3234,] 10.4856036 136.57738 32872.3806   8.3994353 276.9218     416.1885
## [3235,]  6.6034165 190.83731 19468.7901   6.3756320 380.7319     456.3155
## [3236,]  5.7133229 196.24571 11356.5805   8.0278194 347.5876     300.1251
## [3237,]  4.7674725 256.44992 48007.8681   5.7731799       NA     590.4296
## [3238,]  9.6098344 227.36695 22690.0459   5.3854399 314.3175     394.7316
## [3239,]  9.1864534 169.11981 27055.6963   7.4424797       NA     498.6353
## [3240,]  9.9606899 169.92525 15835.1228   7.1439067 301.7773     388.8972
## [3241,]  6.1023068 205.99904 23406.8592   8.0618635       NA     380.3050
## [3242,]  6.7926551 241.72445  9094.3133   6.4358092 338.5212     361.1075
## [3243,]  5.9105397 241.14075 25721.8339   4.8067590 385.8875     462.6125
## [3244,]  6.1258103 241.44353  8810.8958   5.7403212 369.0227     367.9679
## [3245,]  5.8361045 277.06571 17711.4878   3.4581917 400.1676     456.7329
## [3246,]         NA 188.53661 24711.4149   7.1295203       NA     555.5485
## [3247,] 10.6673639 173.38195 28912.2022   7.0712945 276.6344     286.0634
## [3248,]  8.6283011 185.92672 31548.0065   7.0794623       NA     342.3557
## [3249,]  6.2601113 211.59411 18577.6240   7.1548907 340.7926     357.0984
## [3250,] 10.8081569 198.59675 29614.3488   5.7824177 304.6221     383.2694
## [3251,]  7.3719142 148.19370 42059.3804   7.9667104 324.5463     544.8484
## [3252,]  4.8255915 234.78390 11142.3926   6.4427693 370.4168     370.1889
## [3253,]  4.8688271 258.67896 13400.3855   4.8809103       NA     328.7645
## [3254,]  7.3954508 190.47789 22561.5083   8.3101950 294.0304     413.9103
## [3255,]  8.8621127 131.63518 17433.6019   7.6395729 340.1332     399.4628
## [3256,]  6.0089736 225.08023  5100.0942   7.4522362 336.1190     325.1345
## [3257,]  7.6072239 160.56525 39184.8467   7.8264110 312.0561     503.1581
## [3258,]  6.6833677 272.11170 18989.3168   5.3362020 336.5551     307.7250
## [3259,]  6.6384114 180.82667  9772.5048   8.2959831       NA     401.1111
## [3260,]  9.2713554 181.25962 16540.9790   7.0224992 309.2389     487.6928
## [3261,]         NA 134.73686  9000.0256   9.0262927       NA     428.2140
## [3262,]  3.6299221 244.18739 24856.6332   6.6180711 366.9679     442.0763
## [3263,]  8.3781080 198.51121 28474.2026   6.4770568 319.4772     499.8670
## [3264,]  6.9236360 260.59315 24792.5256   5.5011640 332.2322     607.7736
## [3265,]  5.8931034 239.26948 20526.6662   6.3495609 341.2564     403.6176
## [3266,]  8.1973534 203.10509 27701.7941   6.4729143 328.8868     444.6127
## [3267,]  8.3729103 169.08705 14622.7455   7.5479840       NA     464.5256
## [3268,]  8.9899001 215.04736 15921.4120   6.2973115 312.9310     390.4102
## [3269,]  6.7025466 207.32109 17246.9203   7.7081170 304.5102     329.2660
## [3270,] 11.4910109  94.81255 37188.8260   9.2631662 258.9306     439.8936
## [3271,]  6.0696158 186.65904 26138.7802   7.7475475 345.7003     415.8870
## [3272,]  4.6681017 193.68174 47580.9916   7.1666389 359.9486     526.4242
## [3273,]  7.8088560 193.55321 17329.8022   8.0613620       NA     392.4496
## [3274,]  9.4195103 175.76265 33155.5782   7.3502332       NA     432.0448
## [3275,]  5.1267629 230.60376 11983.8694   6.3033565       NA     402.8831
## [3276,]  7.8746714 195.10230 17404.1771   7.5093059       NA     327.4598
##         Organic_carbon Trihalomethanes Turbidity Potability
##    [1,]      10.379783       86.990970  2.963135          0
##    [2,]      15.180013       56.329076  4.500656          0
##    [3,]      16.868637       66.420093  3.055934          0
##    [4,]      18.436524      100.341674  4.628771          0
##    [5,]      11.558279       31.997993  4.075075          0
##    [6,]       8.399735       54.917862  2.559708          0
##    [7,]      13.789695       84.603556  2.672989          0
##    [8,]      12.363817       62.798309  4.401425          0
##    [9,]      12.706049       53.928846  3.595017          0
##   [10,]      17.927806       71.976601  4.370562          0
##   [11,]      15.586810       78.740016  3.662292          0
##   [12,]      14.525746       76.485911  4.011718          0
##   [13,]      15.929536       79.500778  3.445756          0
##   [14,]      19.370807       76.509996  4.413974          0
##   [15,]      13.228311       70.300213  4.777382          0
##   [16,]      11.539781       75.071617  4.376348          0
##   [17,]      20.397022       56.651604  4.268429          0
##   [18,]      13.387341       71.457362  4.503661          0
##   [19,]      12.888759       63.821237  2.436086          0
##   [20,]      12.509164       62.797277  2.560299          0
##   [21,]      16.331693       45.382815  4.133423          0
##   [22,]      17.884235       77.042318  3.749701          0
##   [23,]      14.189062       59.855476  5.459251          0
##   [24,]      16.609033       90.181676  4.528523          0
##   [25,]      11.256381       56.931906  4.824786          0
##   [26,]      14.900000       79.847843  5.200885          0
##   [27,]      13.805902       30.284597  4.184397          0
##   [28,]      12.729525       49.536849  4.004871          0
##   [29,]      10.348951       53.008381  3.991564          0
##   [30,]      16.568656       52.676185  6.038185          0
##   [31,]       7.922598       71.537953  5.088860          0
##   [32,]      16.899038       47.081971  2.857472          0
##   [33,]      12.890709       65.733478  5.057311          0
##   [34,]      10.244815       44.489297  3.160624          0
##   [35,]      12.166937       86.080727  5.029167          0
##   [36,]      10.966486       49.238231  3.902089          0
##   [37,]       9.034067       73.594657  3.464353          0
##   [38,]      12.265002       81.588992  2.896547          0
##   [39,]      22.469892       53.124094  2.907564          0
##   [40,]      16.471969       30.383315  4.324005          0
##   [41,]      18.338893       42.677465  3.510004          0
##   [42,]      10.180514       59.572714  4.434820          0
##   [43,]      11.093163       66.138045  5.182591          0
##   [44,]      23.917601       71.833624  4.690707          0
##   [45,]      18.668229       66.912400  4.542801          0
##   [46,]      16.140790       77.536184  4.137739          0
##   [47,]      13.285334       87.390889  3.195710          0
##   [48,]      10.090870       78.472784  3.999775          0
##   [49,]      18.599410       72.403634  4.405586          0
##   [50,]      13.768323       47.930872  3.626135          0
##   [51,]      16.182066       75.729434  3.048057          0
##   [52,]       9.611349       66.084174  2.447444          0
##   [53,]      10.942024       71.727414  3.742090          0
##   [54,]      18.275312       47.634885  3.794532          0
##   [55,]      16.482835       34.252049  3.964686          0
##   [56,]      15.934484       66.621027  4.781188          0
##   [57,]       6.016337       39.091171  3.940605          0
##   [58,]       8.236558       99.427385  4.460684          0
##   [59,]      12.823861       71.717005  4.405386          0
##   [60,]      16.622255       59.622057  4.089908          0
##   [61,]       9.654126       63.743064  3.902880          0
##   [62,]      13.758105       17.915723  3.923749          0
##   [63,]      16.927092              NA  3.855602          0
##   [64,]      12.380771       48.440725  4.477960          0
##   [65,]      11.119659       78.275050  4.068689          0
##   [66,]      14.933013       63.873820  5.215689          0
##   [67,]      13.353181       76.521800  5.106656          0
##   [68,]      11.351133       67.869964  4.620793          0
##   [69,]      16.045148       49.898406  3.439740          0
##   [70,]      17.287713       50.993006  3.636364          0
##   [71,]       9.799625       90.035374  3.884891          0
##   [72,]       9.001820       48.147031  4.157533          0
##   [73,]      14.083608       57.897075  5.325833          0
##   [74,]      18.704409       69.907902  3.873470          0
##   [75,]      15.771834       49.352001  4.655917          0
##   [76,]      13.934788       90.523330  5.022784          0
##   [77,]       9.712232       79.850929  3.762615          0
##   [78,]      14.567269       50.577979  3.662838          0
##   [79,]      16.245504       57.729724  2.293431          0
##   [80,]       8.992754       69.509220  3.508373          0
##   [81,]      15.611859       54.299444  5.013463          0
##   [82,]      18.099078              NA  3.758996          0
##   [83,]      11.532144       81.106938  3.772421          0
##   [84,]      12.256790       82.469798  2.994671          0
##   [85,]       9.833875       95.026609  4.191218          0
##   [86,]       7.507662       70.547387  3.612520          0
##   [87,]      13.863965       64.812257  4.916579          0
##   [88,]      15.966043       59.292273  3.385508          0
##   [89,]       9.347634       67.919789  5.002467          0
##   [90,]      13.553751       42.381484  2.555027          0
##   [91,]      11.870981       69.109836  4.383922          0
##   [92,]       9.226619       55.294283  3.355165          0
##   [93,]      19.270054       93.138009  3.172790          0
##   [94,]      16.145732       59.124451  2.019042          0
##   [95,]       9.387781       55.958006  3.651866          0
##   [96,]      15.836330       41.263648  5.359460          0
##   [97,]      10.661799       90.297770  4.764508          0
##   [98,]      14.860263       88.287346  5.066786          0
##   [99,]      13.643147       63.733732  3.710053          0
##  [100,]      10.214275       62.430926  3.108770          0
##  [101,]      13.478526       54.474840  3.763906          0
##  [102,]      18.145374       73.715522  4.880875          0
##  [103,]      21.845916       52.372201  5.083014          0
##  [104,]      17.695114      103.150463  3.995974          0
##  [105,]      13.170763       49.523770  4.765205          0
##  [106,]      17.084246       62.421637  3.875557          0
##  [107,]      11.623019       69.615850  3.398593          0
##  [108,]       7.935468       78.108550  5.525726          0
##  [109,]      14.636882       73.424632  3.977362          0
##  [110,]      17.209565       48.783112  3.962478          0
##  [111,]      14.171763              NA  5.239982          0
##  [112,]       6.063462       63.128044  4.238589          0
##  [113,]      17.485844       60.483885  3.724837          0
##  [114,]      18.208340       82.387874  2.798601          0
##  [115,]      16.826619       74.086080  3.902353          0
##  [116,]      13.445225       67.055558  5.629016          0
##  [117,]      17.149907       82.025116  4.597166          0
##  [118,]      16.131124       61.111146  3.425763          0
##  [119,]      13.365906              NA  3.149158          0
##  [120,]      14.666917              NA  6.204846          0
##  [121,]      18.403846       81.193412  3.827650          0
##  [122,]      18.601381       49.561969  4.664350          0
##  [123,]       9.578585       72.376909  4.197595          0
##  [124,]      16.237746       57.037780  2.880785          0
##  [125,]      16.266297       73.149464  3.772887          0
##  [126,]       6.580402       59.576040  3.285077          0
##  [127,]      13.221034       84.198607  5.052737          0
##  [128,]      11.542662       67.720704  4.412590          0
##  [129,]      15.035047      110.739299  3.809842          0
##  [130,]      16.535186       46.205748  3.548776          0
##  [131,]      15.264742       64.203964  3.812953          0
##  [132,]      18.312499       63.193306  3.244948          0
##  [133,]      18.380712       55.507468  2.612249          0
##  [134,]      11.728338       23.817020  3.552129          0
##  [135,]      20.098413       41.865960  4.201581          0
##  [136,]      19.370091       60.939481  4.508705          0
##  [137,]      12.309016       69.038454  3.467337          0
##  [138,]      15.936262       81.390758  3.362537          0
##  [139,]      14.139066       63.548993  3.762720          0
##  [140,]      16.142284       66.231436  4.289395          0
##  [141,]      20.184051       54.961285  3.568992          0
##  [142,]      11.318807              NA  3.679795          0
##  [143,]      12.606382       58.752201  3.027450          0
##  [144,]      15.993410       86.167298  4.157657          0
##  [145,]      18.035238       53.908177  3.421767          0
##  [146,]      14.687539       60.485033  3.549299          0
##  [147,]      17.322946       71.969261  4.417560          0
##  [148,]      15.047087       52.645459  4.636556          0
##  [149,]      16.670184       89.997574  4.920091          0
##  [150,]      15.140348       98.656646  3.203258          0
##  [151,]      10.539392      100.242706  2.927067          0
##  [152,]      11.704789       85.688303  4.688959          0
##  [153,]       9.847655       73.749716  4.575932          0
##  [154,]      12.401368       62.028187  4.418638          0
##  [155,]       8.663294       67.304040  3.692251          0
##  [156,]       9.614106       61.122644  2.124759          0
##  [157,]      14.903080       67.125168  4.444350          0
##  [158,]      11.876797       61.886636  3.463173          0
##  [159,]      13.801712              NA  3.771944          0
##  [160,]      14.399860       36.578038  3.720637          0
##  [161,]      16.624654       64.949008  3.777737          0
##  [162,]      10.859287       75.857068  4.601861          0
##  [163,]      14.274092       62.718199  4.334616          0
##  [164,]      16.435843       50.693927  4.633824          0
##  [165,]      14.079228       62.765530  2.678911          0
##  [166,]      16.761625       68.937227  3.696120          0
##  [167,]      13.516078       40.514172  4.353239          0
##  [168,]      17.665083       68.664923  5.263102          0
##  [169,]      12.337776       70.580607  4.102529          0
##  [170,]      11.943477       90.619354  2.905788          0
##  [171,]      16.065668       79.954511  3.954715          0
##  [172,]       9.745282       77.529945  3.310859          0
##  [173,]      14.442238       72.696240  3.706602          0
##  [174,]      16.698216       81.427174  4.219968          0
##  [175,]      15.526658       85.009506  4.588785          0
##  [176,]      17.299294       63.042501  4.384565          0
##  [177,]      13.486379       62.650236  3.556297          0
##  [178,]      12.804588       48.651890  3.665522          0
##  [179,]      11.482687       65.304414  3.823595          0
##  [180,]       9.300117       79.553612  4.615886          0
##  [181,]      15.054313       56.839602  3.659485          0
##  [182,]      12.321232       52.437617  4.850434          0
##  [183,]      12.293803       55.310019  2.880722          0
##  [184,]      18.545903       62.001571  5.220540          0
##  [185,]      12.034042       67.907258  4.032260          0
##  [186,]      15.625617              NA  2.768239          0
##  [187,]      11.385937       80.670311  3.686001          0
##  [188,]      16.912142       72.465763  3.670431          0
##  [189,]      13.795264       87.822585  5.198986          0
##  [190,]      19.409147       85.785103  4.194313          0
##  [191,]       9.039042       76.288076  4.172935          0
##  [192,]      16.575981       51.830948  3.377338          0
##  [193,]      16.024246       64.678914  4.408513          0
##  [194,]      13.076859       82.837583  4.205810          0
##  [195,]      20.393782       38.604937  2.718398          0
##  [196,]      17.745996       71.704305  2.951645          0
##  [197,]      19.188441       70.070514  3.355490          0
##  [198,]      13.281556       76.992716  4.726845          0
##  [199,]      13.974800       87.273375  2.095914          0
##  [200,]      18.575921       86.433655  4.460201          0
##  [201,]      13.325987       39.554249  5.428674          0
##  [202,]       8.816487              NA  4.600928          0
##  [203,]      12.987106       87.029410  3.629749          0
##  [204,]      13.246140       58.927726  3.377132          0
##  [205,]      11.768309       25.525267  4.153347          0
##  [206,]      15.365884       83.923168  3.681324          0
##  [207,]      16.420041       63.016018  4.236947          0
##  [208,]      13.749261       56.635811  3.700854          0
##  [209,]      18.858519       65.363452  4.182278          0
##  [210,]      12.696545       97.112860  4.592074          0
##  [211,]      14.838100       77.822737  4.689315          0
##  [212,]       9.500296       86.990134  3.659975          0
##  [213,]      15.013030       61.115513  4.165724          0
##  [214,]      10.740146       49.574308  3.462764          0
##  [215,]      13.306692       35.824556  2.758659          0
##  [216,]      12.207108       71.119890  3.873853          0
##  [217,]      12.993012       63.902288  3.416540          0
##  [218,]      17.916526       84.578869  5.303581          0
##  [219,]      14.529779       60.559699  3.450746          0
##  [220,]      14.683970       52.578860  4.006992          0
##  [221,]      13.932145       53.185917  4.358298          0
##  [222,]      14.038263       74.299250  3.539771          0
##  [223,]      18.756139       63.042779  2.148612          0
##  [224,]      13.550367       59.462669  4.703803          0
##  [225,]      15.689404       55.697400  4.904837          0
##  [226,]      18.272418       61.425187  4.352193          0
##  [227,]      13.579996       86.191635  4.754072          0
##  [228,]      23.399516       94.160307  3.887681          0
##  [229,]      15.831763       61.802095  3.778607          0
##  [230,]      11.504506       92.975762  3.313199          0
##  [231,]      20.232523              NA  3.095233          0
##  [232,]      17.729724       56.347689  3.268325          0
##  [233,]      16.082847       65.995717  4.766943          0
##  [234,]      15.914500       65.021229  2.915166          0
##  [235,]      17.470631       75.101801  3.316158          0
##  [236,]      10.999416       47.402666  5.190852          0
##  [237,]      16.022503       64.872703  4.656377          0
##  [238,]       9.348252       83.163242  3.724090          0
##  [239,]      17.115276       65.311277  3.727664          0
##  [240,]      16.584571       66.728402  3.917587          0
##  [241,]      11.286410       99.016003  4.034349          0
##  [242,]      16.800400       68.485480  4.033774          0
##  [243,]      14.215765       66.077978  4.411117          0
##  [244,]      16.340715       32.108292  3.097278          0
##  [245,]      10.546886       74.502808  4.501457          0
##  [246,]      10.213779       18.400012  3.605154          0
##  [247,]       9.182834       93.900486  3.437450          0
##  [248,]      10.847737              NA  3.700946          0
##  [249,]      15.129334       79.261026  4.201663          0
##  [250,]      13.888834       79.302436  5.162730          0
##  [251,]       8.606397       77.577460  3.875165          1
##  [252,]      14.770863       73.778026  3.985251          1
##  [253,]      12.924107       50.861913  2.747313          1
##  [254,]      11.432466       73.777275  3.854940          1
##  [255,]      14.533510       74.405616  3.939896          1
##  [256,]      10.464239       85.852769  2.437296          1
##  [257,]      18.709273       60.911420  4.052136          1
##  [258,]      11.366863       66.623944  5.217895          1
##  [259,]      14.168934       59.454440  2.764634          1
##  [260,]      13.147279       62.505642  3.535596          1
##  [261,]      15.571571       70.560275  3.404633          1
##  [262,]      15.517296       77.693374  4.375224          1
##  [263,]      16.563167       79.323678  3.611860          1
##  [264,]      12.083896              NA  4.106924          1
##  [265,]      11.766146       73.191921  4.437696          1
##  [266,]      14.828743       83.856336  3.368757          1
##  [267,]      17.780000       83.505406  3.859801          1
##  [268,]      11.368702       43.195182  1.943319          1
##  [269,]      12.994140       56.409708  4.726702          1
##  [270,]      17.854470       83.175189  3.652134          1
##  [271,]      17.285042       59.556330  5.328713          1
##  [272,]      17.411683       56.799287  5.062298          1
##  [273,]       9.983462       66.668576  4.612964          1
##  [274,]      16.164091       71.146661  3.762741          1
##  [275,]      13.507688       42.340170  3.772919          1
##  [276,]      10.504820       55.084668  4.427138          1
##  [277,]      18.959534       30.389096  3.485577          1
##  [278,]      12.247344       67.154751  5.091357          1
##  [279,]      12.716350       52.246972  4.661799          1
##  [280,]      16.460837       73.516654  4.104863          1
##  [281,]      11.853228       78.711469  2.945419          1
##  [282,]      13.747058       61.058210  4.976055          1
##  [283,]      19.937486              NA  4.563183          1
##  [284,]      17.975564       77.359854  4.201849          1
##  [285,]      16.117110      107.754043  4.698008          1
##  [286,]      12.990592       60.109968  3.734001          1
##  [287,]      17.895724       77.457885  3.833160          1
##  [288,]      16.963310       36.767671  4.746382          1
##  [289,]      14.369630       78.173063  4.687986          1
##  [290,]      13.633974       65.604841  4.182057          1
##  [291,]      10.806313       83.702236  3.258859          1
##  [292,]      17.010785       58.241734  4.288947          1
##  [293,]      12.614669       66.612984  3.424702          1
##  [294,]      14.560136       76.457816  3.466645          1
##  [295,]      15.030315       63.125617  4.927218          1
##  [296,]      12.777014      106.037222  3.260907          1
##  [297,]      16.406156       69.157609  3.418611          1
##  [298,]      16.691471       84.107738  4.109590          1
##  [299,]       6.374070      103.373005  4.506540          1
##  [300,]       9.751086       72.734423  3.682920          1
##  [301,]      11.590025       72.508523  4.081701          1
##  [302,]      13.376149       92.176170  5.133478          1
##  [303,]      14.254641       54.436702  3.633214          1
##  [304,]       8.630091       72.923289  3.807920          1
##  [305,]      11.949914       69.314880  4.155583          1
##  [306,]      18.015385       87.163631  4.184783          1
##  [307,]      10.490589       89.686196  4.978820          1
##  [308,]      11.119274       65.229551  5.412091          1
##  [309,]      19.600429       55.401113  5.163088          1
##  [310,]      13.195341       75.233221  3.807563          1
##  [311,]      14.705014       52.164236  4.124781          1
##  [312,]      17.052713       89.623551  4.168526          1
##  [313,]      19.762576       86.698457  3.497577          1
##  [314,]      15.306079       59.605812  5.507421          1
##  [315,]      16.293614       81.690104  4.466913          1
##  [316,]      10.650935       40.992809  4.471842          1
##  [317,]      17.186766       72.568376  3.532958          1
##  [318,]      14.326889       53.121260  3.309580          1
##  [319,]      14.389609       46.463982  2.346578          1
##  [320,]      10.899926       54.580736  4.888061          1
##  [321,]       8.942072       67.587346  5.922582          1
##  [322,]      18.440790       60.145842  3.982867          1
##  [323,]      18.272439       85.177662  4.107267          1
##  [324,]      15.640053       51.150344  2.285988          1
##  [325,]      10.385172       64.662501  4.589984          1
##  [326,]      19.396329       72.075586  2.664833          1
##  [327,]      17.985957       55.694893  3.314630          1
##  [328,]      14.347676       50.642447  5.145153          1
##  [329,]      13.127694       72.089001  3.990438          1
##  [330,]      14.252684       64.291292  4.268227          1
##  [331,]       6.748092        8.175876  4.063170          1
##  [332,]      16.900148       61.349832  4.135745          1
##  [333,]      12.818730       79.779911  4.173330          1
##  [334,]       5.315287       76.024491  4.971907          1
##  [335,]      13.653960       77.917720  2.969136          1
##  [336,]      11.887161       69.273979  3.736228          1
##  [337,]      13.565387       83.274895  3.870157          1
##  [338,]      19.056985       72.689354  5.260015          1
##  [339,]      13.496404       60.045867  4.178479          1
##  [340,]      13.336770       80.243237  3.630537          1
##  [341,]      12.254081       69.772210  4.396605          1
##  [342,]      11.346302       68.843866  3.779554          1
##  [343,]      13.138353       89.801011  3.660923          1
##  [344,]      12.736044       39.927521  3.205129          1
##  [345,]      22.517870       81.626232  4.422269          1
##  [346,]      12.904221       48.481477  4.197919          1
##  [347,]      11.293187       70.665540  4.163329          1
##  [348,]      10.160303       71.099999  3.965994          1
##  [349,]      12.287824       52.028741  3.776041          1
##  [350,]      11.417019       46.213198  3.756392          1
##  [351,]      12.182639      112.622733  4.525237          1
##  [352,]      12.070444       77.671337  4.014682          1
##  [353,]      12.397704       63.359144  4.168541          1
##  [354,]       9.142523       42.753215  3.634845          1
##  [355,]      14.235154       42.080353  3.663252          1
##  [356,]      13.866487       96.818113  3.731937          1
##  [357,]      15.254021      107.189584  4.165432          1
##  [358,]      16.389384              NA  2.511810          1
##  [359,]       8.073421       77.388138  3.937188          1
##  [360,]      17.120962       56.711024  4.262065          1
##  [361,]      13.451089              NA  3.642778          1
##  [362,]      12.439740       29.468428  3.395866          1
##  [363,]       9.551732       68.410851  4.545341          1
##  [364,]      18.210032       62.511467  3.020996          1
##  [365,]      17.274663       61.245788  3.153809          1
##  [366,]      11.784799       89.010974  2.896852          1
##  [367,]      16.542921       87.814800  3.045049          1
##  [368,]      13.570223       93.166465  4.497529          1
##  [369,]      14.782290       93.914702  2.729105          1
##  [370,]      14.182396       39.802907  4.105495          1
##  [371,]      15.019241       35.178662  5.050683          1
##  [372,]      11.539987       48.173359  4.177139          1
##  [373,]      18.196931       93.594246  2.653127          1
##  [374,]      22.504679       62.007044  3.480641          1
##  [375,]      20.296274       20.337753  3.827921          1
##  [376,]      17.741228       65.116976  4.840562          1
##  [377,]      11.856914       82.445503  3.179885          1
##  [378,]      14.844955       26.505484  4.728124          1
##  [379,]      11.251778       88.657477  3.103090          1
##  [380,]      12.538681       50.852470  3.486646          1
##  [381,]      11.312294       67.916183  4.564188          1
##  [382,]      15.088700       74.075926  4.404040          1
##  [383,]       8.006208       59.964334  6.494249          1
##  [384,]      14.857981              NA  4.897373          1
##  [385,]      12.322604       68.505852  2.568080          1
##  [386,]      18.464015       49.371319  3.672976          1
##  [387,]       9.085279       75.439633  3.601735          1
##  [388,]      19.585497              NA  3.451740          1
##  [389,]      17.416903       84.024786  3.622196          1
##  [390,]      16.629384              NA  3.774256          1
##  [391,]      10.247232       82.721912  2.318152          1
##  [392,]      15.639455       37.389452  3.215219          1
##  [393,]      15.989419       61.156575  2.227728          1
##  [394,]      10.520161       57.244111  4.333636          1
##  [395,]      16.516232       67.250473  3.802116          1
##  [396,]      12.854239       66.814176  4.025762          1
##  [397,]      15.197015       62.822850  5.652222          1
##  [398,]      13.539410       38.346738  3.603326          1
##  [399,]      15.370098       85.920350  4.003819          1
##  [400,]       7.496410       67.624767  4.043335          1
##  [401,]       5.567693       68.441865  4.213405          1
##  [402,]      17.358071              NA  3.519884          1
##  [403,]      15.284268       60.822135  3.896090          1
##  [404,]      14.896092       66.674658  5.661104          1
##  [405,]      20.696198       59.972929  4.388551          1
##  [406,]      14.471650       74.043860  4.120931          1
##  [407,]      17.769641       78.817436  3.156331          1
##  [408,]      15.067042       72.756812  3.218709          1
##  [409,]      16.924419       33.051888  4.498685          1
##  [410,]      12.079207       58.363507  4.366031          1
##  [411,]      13.420126       56.974850  4.407566          0
##  [412,]      18.684215       67.712460  5.110414          0
##  [413,]      20.160734       53.007723  4.823082          0
##  [414,]       9.657360       53.508523  3.323070          0
##  [415,]      10.339986       57.820611  5.235111          0
##  [416,]      16.519722       61.077383  3.663922          0
##  [417,]      15.963540       73.022605  4.012518          0
##  [418,]      11.360427       85.829113  4.051733          0
##  [419,]      12.178940              NA  4.364067          0
##  [420,]      12.001547       63.427979  3.902838          0
##  [421,]      23.373265       51.797100  2.637365          0
##  [422,]      18.263688       90.908081  4.527364          0
##  [423,]      13.433506       67.401384  2.722908          0
##  [424,]      11.265127       67.272207  4.069359          0
##  [425,]      15.895048       33.370713  4.825792          0
##  [426,]      14.375368       73.756957  3.145843          0
##  [427,]      10.780501       89.005492  5.454488          0
##  [428,]      19.626022       66.816581  4.218831          0
##  [429,]      11.291788       81.989156  4.496627          0
##  [430,]      13.675480       70.434962  3.446728          0
##  [431,]      15.371550       75.445589  3.600906          0
##  [432,]      14.033553       60.571081  3.832597          0
##  [433,]      16.115432       43.142016  5.048834          0
##  [434,]      14.482213       55.628499  2.977360          0
##  [435,]      13.142493       83.279658  3.476213          0
##  [436,]      10.658878       62.083589  5.142471          0
##  [437,]      15.967490       54.930317  4.144999          0
##  [438,]      13.204394       62.297699  2.850184          0
##  [439,]      16.501578              NA  4.315898          0
##  [440,]      14.154110       65.234629  5.120888          0
##  [441,]      19.890025       54.373956  5.144114          0
##  [442,]       7.091298       83.690156  3.361088          0
##  [443,]      12.490509       49.852965  4.689843          0
##  [444,]       8.811986       72.799798  3.422471          0
##  [445,]      14.897563       50.920436  3.031364          0
##  [446,]      16.788306       58.961220  4.410697          0
##  [447,]      14.562161       66.701621  4.956358          0
##  [448,]      16.128976       77.796530  4.567088          0
##  [449,]      14.852225       39.529387  3.611057          0
##  [450,]       9.633631       41.951940  3.696640          0
##  [451,]      11.078341       42.172824  4.093098          0
##  [452,]      12.263492       76.334247  3.159949          0
##  [453,]      15.396455       88.298465  3.993410          0
##  [454,]      14.171010       64.136528  4.063614          0
##  [455,]      14.692902       78.708937  2.544734          0
##  [456,]      19.923704       87.066131  3.357439          0
##  [457,]      10.639743       74.557241  4.181051          0
##  [458,]      14.213794       82.945817  3.782972          0
##  [459,]      13.963421       42.388661  2.283475          0
##  [460,]      17.929395       33.641539  4.192932          0
##  [461,]      12.065317       83.329918  3.878447          0
##  [462,]      16.221044       90.184208  3.354322          0
##  [463,]      21.278095              NA  2.752134          0
##  [464,]      13.205425       60.291342  2.856175          0
##  [465,]       8.138227       46.087260  2.956748          0
##  [466,]      11.788777       65.944566  3.946990          0
##  [467,]      15.830565       49.067977  4.531594          0
##  [468,]      11.821736       58.222293  4.482460          0
##  [469,]      16.346838       46.696941  4.649382          0
##  [470,]      12.812732       72.281920  3.407349          0
##  [471,]      12.936304       59.833619  4.702311          0
##  [472,]      11.986402       50.322830  5.206480          0
##  [473,]      16.477840       68.000508  3.374327          0
##  [474,]      12.905189       67.648556  3.940000          0
##  [475,]      12.275713       38.756798  5.128347          0
##  [476,]      22.846529       35.243678  4.105178          0
##  [477,]      17.740944       37.713878  4.939109          0
##  [478,]      15.000260              NA  2.339573          0
##  [479,]      15.744353       73.187475  4.671558          0
##  [480,]      13.370950       84.584250  4.382162          0
##  [481,]      12.879341       74.134788  4.795026          0
##  [482,]      18.006703       59.972160  4.587087          0
##  [483,]      10.638798       63.157489  3.861956          0
##  [484,]      14.979348       73.425428  3.096163          0
##  [485,]      19.116022       60.264767  3.841222          0
##  [486,]      17.472788       66.542198  4.543686          0
##  [487,]      17.853054       74.586511  4.978575          0
##  [488,]      17.973277       84.696366  4.978556          0
##  [489,]      11.856089       66.048413  4.604405          0
##  [490,]      15.196045       31.941831  3.268694          0
##  [491,]      11.965107       62.520333  2.840911          0
##  [492,]      11.899398       68.141446  2.355934          0
##  [493,]      19.334232       86.677328  6.739000          0
##  [494,]      12.725428       65.550704  5.265729          0
##  [495,]       7.477315       60.238478  4.514982          0
##  [496,]       9.237118       38.103917  5.458610          0
##  [497,]       8.828689       60.206381  4.247240          0
##  [498,]      12.560446       51.643780  3.242850          0
##  [499,]      11.974270       60.736723  6.032995          0
##  [500,]      14.557068       57.734652  3.888235          0
##  [501,]      15.514033       73.789683  4.881101          0
##  [502,]      14.526151       80.423715  4.143225          0
##  [503,]      19.370234       67.286208  4.267190          0
##  [504,]      11.894673       87.297686  2.950361          0
##  [505,]      17.348802       64.210905  3.662563          0
##  [506,]      17.052540       44.299534  4.117488          0
##  [507,]      15.712139       48.497826  4.328026          0
##  [508,]      16.488156       57.022783  3.774601          0
##  [509,]      16.785215      105.272456  4.604633          0
##  [510,]      11.809444       45.501362  4.106543          0
##  [511,]      11.927999       46.540368  5.068556          0
##  [512,]       7.654956       64.021523  4.237644          0
##  [513,]      16.697408       74.782434  2.907387          0
##  [514,]      10.878096       62.037143  2.877063          0
##  [515,]      14.380725       49.428252  4.644212          0
##  [516,]      22.686837       73.751883  3.403136          0
##  [517,]      21.940190       58.851736  4.091206          0
##  [518,]       8.404570       68.300590  3.912148          0
##  [519,]      15.913761       23.792950  4.286479          0
##  [520,]      12.853405       69.335057  3.932804          0
##  [521,]      12.612966       68.642545  4.613579          0
##  [522,]      13.891519       63.751855  5.989543          0
##  [523,]      12.042914       52.512261  4.240821          0
##  [524,]      15.926921       77.951262  3.815469          0
##  [525,]      15.598965       54.421879  4.296480          0
##  [526,]      12.580162       44.380210  5.371284          0
##  [527,]      18.661403       54.150450  3.290372          0
##  [528,]      18.328401       66.688384  4.225121          0
##  [529,]      10.566452       64.025333  4.686020          0
##  [530,]      14.338840       64.334637  3.879054          0
##  [531,]      13.191720       81.551114  4.694311          0
##  [532,]      11.587378      120.030077  4.600886          0
##  [533,]      13.938686       60.613795  4.807496          0
##  [534,]      15.496325       48.686584  3.577675          0
##  [535,]      16.569391       70.699066  3.665206          0
##  [536,]      17.530660       37.765518  4.963184          0
##  [537,]      11.358735       64.371183  4.405352          0
##  [538,]      13.925010       85.779324  2.842393          0
##  [539,]      13.374831       58.950002  2.833901          0
##  [540,]      16.012643       52.442326  3.257744          0
##  [541,]      13.422802       74.381701  3.635635          0
##  [542,]      12.515734       54.082289  3.067627          0
##  [543,]      11.763453       49.851928  3.813429          0
##  [544,]      13.448689              NA  3.241972          0
##  [545,]       8.457142       76.694580  4.290072          0
##  [546,]      14.387224       68.687024  2.380084          0
##  [547,]      15.987370       86.639186  3.721766          0
##  [548,]      20.725806       60.670939  3.342409          0
##  [549,]      19.426893       50.506540  4.931878          0
##  [550,]      17.239577       60.179119  4.380978          0
##  [551,]       5.914617       62.044183  3.949015          0
##  [552,]      12.902213       63.456620  4.543581          0
##  [553,]      15.150582       64.989116  4.398685          0
##  [554,]      16.722376       77.902673  3.480272          0
##  [555,]      11.032240       63.729795  4.148611          0
##  [556,]      17.307476       70.060303  5.776611          0
##  [557,]      16.170628       62.722085  2.814001          0
##  [558,]      12.877123       55.770690  3.812888          0
##  [559,]      23.514774       81.299133  4.090940          0
##  [560,]      16.917113       84.868548  5.492705          0
##  [561,]      19.578273       62.627330  5.116407          0
##  [562,]      15.656149       58.560531  4.333721          0
##  [563,]      14.104821       43.376808  3.423832          0
##  [564,]      19.411699       64.384970  3.843484          0
##  [565,]      13.970732       62.738594  4.103439          0
##  [566,]      14.460295       57.196188  3.841052          0
##  [567,]      10.558576       70.107693  3.681765          0
##  [568,]      15.518323              NA  2.897293          0
##  [569,]      14.023547       99.130336  2.081846          0
##  [570,]      14.899181       81.373907  2.722571          0
##  [571,]      13.825548       75.059426  4.904613          0
##  [572,]      15.952393       67.702849  3.272430          0
##  [573,]       9.439925       61.640597  5.176205          0
##  [574,]      10.153233       67.000351  3.137551          0
##  [575,]      15.446049              NA  5.183622          0
##  [576,]      12.809024       75.101334  3.568823          0
##  [577,]      13.835117       69.017488  3.631007          0
##  [578,]      14.061710       82.364692  4.914276          0
##  [579,]      15.550101       62.521274  3.078986          0
##  [580,]      14.149317       59.373218  4.589162          0
##  [581,]      13.272526              NA  4.905490          0
##  [582,]      14.633909       60.862234  3.084431          0
##  [583,]      15.952132       36.082583  3.916115          0
##  [584,]      12.361827       40.412098  3.826158          0
##  [585,]      14.886305       52.415775  4.307548          0
##  [586,]      19.368698       72.716775  3.928495          0
##  [587,]      13.986294       63.693876  4.355880          0
##  [588,]      13.911645       47.100186  5.573210          0
##  [589,]      11.934802       90.901800  5.255703          0
##  [590,]      10.461025       32.074863  3.999125          0
##  [591,]      16.470528       62.604551  3.818789          0
##  [592,]       6.776146       65.146490  4.306113          0
##  [593,]       9.063964       84.057101  2.956447          0
##  [594,]      15.872182       64.846905  1.680554          0
##  [595,]      17.398465       47.066392  4.800963          0
##  [596,]      17.395662       85.444985  3.076480          0
##  [597,]      13.239356       78.404534  4.206836          0
##  [598,]      17.218417       53.609727  3.472839          0
##  [599,]      13.352604       86.978101  3.381864          0
##  [600,]      11.674850       55.042679  3.916746          0
##  [601,]      16.768945       51.284401  4.284879          0
##  [602,]      17.532298       86.848098  3.569570          0
##  [603,]      14.383718       61.939297  4.219118          0
##  [604,]       9.151209       50.178596  2.887725          0
##  [605,]      14.808674       77.763534  3.121945          0
##  [606,]      10.212058       56.949724  4.667770          0
##  [607,]      14.289320       80.882425  2.901700          0
##  [608,]      12.446539       53.898037  3.192570          0
##  [609,]      12.412691              NA  5.250173          0
##  [610,]      10.989146       73.701449  3.716659          0
##  [611,]      13.940221       69.051662  3.845127          0
##  [612,]      17.196943       56.769915  4.816705          0
##  [613,]      16.672415       83.413838  5.060115          0
##  [614,]      14.037903       76.701609  3.292249          0
##  [615,]      15.856062       66.270477  4.235174          0
##  [616,]      13.628865       69.139220  4.674496          0
##  [617,]       9.225985       60.023523  4.969150          0
##  [618,]      11.095893              NA  5.703288          0
##  [619,]       9.762361       65.216338  4.008499          0
##  [620,]      15.740639       63.310503  5.112376          0
##  [621,]      10.088668       66.299162  4.183320          0
##  [622,]      17.446818       49.883653  2.913048          0
##  [623,]      13.758836       46.384064  4.179656          0
##  [624,]      11.145040       91.204867  5.014145          0
##  [625,]      11.198483              NA  4.342759          0
##  [626,]      12.854519       73.313503  4.953534          0
##  [627,]      15.400396       41.952292  3.945460          0
##  [628,]      15.441490       83.272736  2.604960          0
##  [629,]      16.106515       67.952496  3.384179          0
##  [630,]      18.800516       92.096000  3.764704          0
##  [631,]      19.585002       25.057375  4.028958          0
##  [632,]      17.291645       43.272545  4.266775          0
##  [633,]       9.545092       60.214647  4.161749          0
##  [634,]      10.842095       87.634013  3.675718          0
##  [635,]      15.491387       81.315327  4.827704          0
##  [636,]      17.323081       67.981741  2.443008          0
##  [637,]      11.791840       46.928041  4.590617          0
##  [638,]      10.382253       78.305180  3.771314          0
##  [639,]      10.941270              NA  4.125750          0
##  [640,]      14.951295       79.634261  3.523981          0
##  [641,]       9.147436       82.864929  2.364559          0
##  [642,]      13.986735              NA  5.666547          0
##  [643,]      18.284807              NA  3.592133          0
##  [644,]      12.488007       40.959974  3.546696          0
##  [645,]      15.314879       89.446850  3.331584          0
##  [646,]      15.306063       48.374212  4.306218          0
##  [647,]      12.961433              NA  3.282061          0
##  [648,]      16.590932       67.745515  3.505079          0
##  [649,]      12.723725       52.237736  2.949432          0
##  [650,]      15.889650       78.076738  2.395683          0
##  [651,]      15.627514       51.850366  4.197305          0
##  [652,]      10.855263              NA  3.792040          0
##  [653,]      13.008443       87.896166  4.348440          0
##  [654,]      18.632142       73.166338  5.013281          0
##  [655,]      12.383597       52.097687  4.510405          0
##  [656,]      14.352905       33.403048  4.458967          0
##  [657,]      11.266886       81.718413  3.792840          0
##  [658,]       9.612293       67.381157  2.934697          0
##  [659,]       7.750607       63.551822  2.707129          0
##  [660,]      18.468690       75.140362  4.536146          0
##  [661,]      18.188873       70.588507  3.703191          1
##  [662,]      14.665704       51.261827  3.561398          1
##  [663,]      12.389229       73.513321  3.919140          1
##  [664,]      10.213058       92.643892  3.846548          1
##  [665,]      15.149068       78.499418  2.723651          1
##  [666,]      16.536216       67.484090  3.885624          1
##  [667,]      14.166602       48.254307  2.000757          1
##  [668,]      18.822216       62.222875  4.038830          1
##  [669,]      13.808375              NA  2.946644          1
##  [670,]      14.962780       65.444563  2.475284          1
##  [671,]       9.693049       59.577212  3.619133          1
##  [672,]       9.184401       49.540120  3.957012          1
##  [673,]      15.403390       54.490733  4.350922          1
##  [674,]      18.361436       60.393548  3.920116          1
##  [675,]      14.980034       69.249229  5.045983          1
##  [676,]      19.621923       64.177232  3.200000          1
##  [677,]      14.826441       67.305421  3.182521          1
##  [678,]      12.937329       46.935252  4.492140          1
##  [679,]      13.843494       71.046735  2.804525          1
##  [680,]      13.895631       83.146999  5.127911          1
##  [681,]      12.826509       74.385199  3.422179          1
##  [682,]      17.196012       63.564870  5.370206          1
##  [683,]      13.913870       86.121811  5.115431          1
##  [684,]      11.420910       70.449003  3.978920          1
##  [685,]      16.642480       64.846749  4.058942          1
##  [686,]      13.916820              NA  3.379147          1
##  [687,]      18.759902       79.370621  4.641259          1
##  [688,]      13.042948       74.311619  4.899815          1
##  [689,]       9.640241       57.865423  2.645036          1
##  [690,]      15.790977       77.166619  4.576729          1
##  [691,]      11.757348       56.884528  3.223951          1
##  [692,]      12.514641       89.213074  4.430116          1
##  [693,]      10.828696       65.005840  2.967554          1
##  [694,]      17.032466       58.587459  4.163326          1
##  [695,]      14.805198       64.129155  5.112254          1
##  [696,]      17.795957       62.466135  3.961731          1
##  [697,]      20.051519       52.901127  4.983903          1
##  [698,]      12.332288       79.784780  3.693511          1
##  [699,]      23.569645       19.175175  5.044455          1
##  [700,]      15.900985       63.334895  5.767355          1
##  [701,]      15.495603       42.002082  4.363530          1
##  [702,]      15.008674       76.879669  3.238693          1
##  [703,]      12.897049       75.839132  3.415851          1
##  [704,]      15.313978       81.842062  4.772663          1
##  [705,]      17.187963       79.634242  3.082080          1
##  [706,]      12.636086              NA  3.644607          1
##  [707,]      17.530704       67.273874  4.633855          1
##  [708,]      10.680673       72.487450  4.355489          1
##  [709,]      10.430340      100.231668  3.092626          1
##  [710,]      15.485276       54.132658  2.775635          1
##  [711,]      10.429159       70.593387  4.072252          1
##  [712,]      13.918769       71.681540  3.918673          1
##  [713,]      13.651105       92.299101  3.893070          1
##  [714,]      16.219141       81.947806  3.894464          1
##  [715,]      18.189839       77.931104  4.490393          1
##  [716,]      12.721922       92.758852  4.414819          1
##  [717,]      13.270279       65.331633  3.913696          1
##  [718,]      14.792585       60.991843  3.246583          1
##  [719,]      18.415180       87.996223  3.391241          1
##  [720,]      16.450990       21.355275  4.441980          1
##  [721,]      14.732291       49.985679  5.159301          1
##  [722,]       8.956401       77.360985  3.349572          1
##  [723,]       9.901328       81.339340  4.677713          1
##  [724,]      14.971199       62.365824  3.872018          1
##  [725,]      20.386720       73.381488  2.395002          1
##  [726,]      15.671564       84.682660  4.304689          1
##  [727,]      13.201943       62.322711  3.545741          1
##  [728,]      14.221757       53.319977  4.427712          1
##  [729,]      16.383140       91.681026  5.712792          1
##  [730,]      13.983567       67.817096  4.265233          1
##  [731,]      13.910933       55.795357  4.822044          1
##  [732,]      19.442599       82.858272  4.559836          1
##  [733,]       8.129793       74.603713  4.486180          1
##  [734,]      16.581120       66.885270  3.471971          1
##  [735,]       8.713964       58.413460  4.293727          1
##  [736,]      14.841580       54.437494  3.736021          1
##  [737,]      18.743231       54.416965  3.089924          1
##  [738,]      16.625627              NA  4.976958          1
##  [739,]      14.685927       47.803194  4.003547          1
##  [740,]      17.705727       68.379815  3.827256          1
##  [741,]      16.895754       67.577109  3.958249          1
##  [742,]       7.760853              NA  4.124538          1
##  [743,]       7.918150       76.378309  3.718982          1
##  [744,]      12.273181       95.905288  2.743867          1
##  [745,]      11.687124       66.291650  4.039976          1
##  [746,]      12.830646       86.979724  3.373485          1
##  [747,]      16.127527       64.564044  4.290393          1
##  [748,]      14.376337       90.527536  4.382159          1
##  [749,]       6.000391       30.900815  2.777726          1
##  [750,]      12.785265       80.757866  4.649365          1
##  [751,]      13.263282       60.474031  3.575011          1
##  [752,]      11.859074       74.012043  3.189942          1
##  [753,]       8.008011       55.870245  2.416402          1
##  [754,]       8.857706       64.975574  5.707193          1
##  [755,]       9.999398       66.693973  3.388448          1
##  [756,]      14.929172       59.602808  3.750164          1
##  [757,]      14.689351       56.490077  5.978054          1
##  [758,]      15.027088       67.503004  3.210635          1
##  [759,]       8.589896       76.306376  4.268525          1
##  [760,]      12.841611       46.368219  4.150359          1
##  [761,]      16.109169       92.609084  4.833346          1
##  [762,]      10.105146       50.886006  4.521836          1
##  [763,]       7.817812       89.052588  3.695747          1
##  [764,]      10.439619       62.455373  4.741944          1
##  [765,]      16.006711       85.338053  5.010163          1
##  [766,]      21.228127       63.771833  3.619651          1
##  [767,]      21.497866       73.011132  4.111102          1
##  [768,]       9.771896       78.295022  3.266213          1
##  [769,]      17.073123       72.730639  3.823093          1
##  [770,]      13.990842       76.744677  3.556395          1
##  [771,]      14.834257       65.326531  3.921976          1
##  [772,]      12.300107       61.569477  3.261592          1
##  [773,]      17.268074       64.868608  3.655790          1
##  [774,]      18.937338       75.392795  3.732202          1
##  [775,]      13.217223       80.956458  3.308294          1
##  [776,]      18.521792       61.486105  4.599573          1
##  [777,]      18.778696       52.640594  4.930190          1
##  [778,]       8.986363       41.930439  4.041446          1
##  [779,]      14.255356       56.735187  3.487816          1
##  [780,]      20.118827       48.271210  4.515150          1
##  [781,]      19.232961       30.708421  5.003826          1
##  [782,]      16.144510       78.374845  4.779187          1
##  [783,]      14.990567       39.842379  2.626547          1
##  [784,]      15.486862       63.529460  3.024968          1
##  [785,]      14.768337       57.757554  2.191138          1
##  [786,]       2.200000       86.737223  4.192257          1
##  [787,]      10.407257       69.909491  4.626701          1
##  [788,]      14.213799       61.150299  3.685079          1
##  [789,]      17.699718       45.906782  3.975572          1
##  [790,]      15.122672       33.119613  1.812529          1
##  [791,]      12.159457       89.830209  3.785507          1
##  [792,]       7.592516       66.225674  5.404046          1
##  [793,]      17.751705       63.612403  3.478005          1
##  [794,]      12.892210       77.079780  4.598622          1
##  [795,]      14.110476       80.571146  3.210882          1
##  [796,]      13.553796       64.012944  5.199865          1
##  [797,]      12.051417              NA  3.489946          1
##  [798,]      10.545092       94.837743  3.813881          1
##  [799,]      10.986683              NA  3.398264          1
##  [800,]      10.778633       54.426968  4.665681          1
##  [801,]       6.039669       82.536173  4.679169          1
##  [802,]      18.267951       68.333170  4.518751          1
##  [803,]      14.613423      101.351525  4.688271          1
##  [804,]      15.147547       62.860627  4.075557          1
##  [805,]      14.210624       56.910254  4.556864          1
##  [806,]      17.556880       80.749849  3.720264          1
##  [807,]      15.130476       65.091291  2.942348          1
##  [808,]      14.202664       84.013585  4.736850          1
##  [809,]      19.482945       76.634798  4.329204          1
##  [810,]      18.361858       48.658109  3.179129          1
##  [811,]      10.430076       43.578466  5.160604          1
##  [812,]       8.286550       80.540351  3.900509          1
##  [813,]      15.621139       64.826028  3.221130          1
##  [814,]      12.925870       71.428590  4.925339          1
##  [815,]      16.352858       74.312592  5.125417          1
##  [816,]      13.797656       59.521664  5.266368          1
##  [817,]      14.020507       95.306239  5.190534          1
##  [818,]      11.383210       76.538803  5.076362          1
##  [819,]      16.066439       58.416699  2.871196          1
##  [820,]      16.293716       93.784380  3.592265          1
##  [821,]      13.636910       50.590765  2.951396          0
##  [822,]      18.463095       62.075902  2.259550          0
##  [823,]      13.983833       74.576914  4.917910          0
##  [824,]      10.861775       89.577036  5.035823          0
##  [825,]      11.075622       58.365995  4.561494          0
##  [826,]      11.378738       73.465133  2.854527          0
##  [827,]      10.362623       65.694878  4.047907          0
##  [828,]      17.247307       76.767797  5.260301          0
##  [829,]      17.630362       56.420210  3.630524          0
##  [830,]      12.640135       44.328641  4.591137          0
##  [831,]      14.116824       65.636759  4.383395          0
##  [832,]       8.818757       66.659352  4.030660          0
##  [833,]      10.287673       73.445934  5.034683          0
##  [834,]      14.027766       80.774275  3.919575          0
##  [835,]      18.064957       85.916666  4.405509          0
##  [836,]       9.700906       80.537065  2.496343          0
##  [837,]      14.949080       71.202038  3.514098          0
##  [838,]      12.950444       64.025590  4.299019          0
##  [839,]      15.433834       92.693936  5.005879          0
##  [840,]      18.273757       68.395413  2.873261          0
##  [841,]      12.404439       85.026227  2.730792          0
##  [842,]      18.721312      106.243066  3.246077          0
##  [843,]      15.779922       39.775513  2.804924          0
##  [844,]      11.092842       88.048989  3.738618          0
##  [845,]      19.195740       98.490819  2.544020          0
##  [846,]      14.027297       70.929879  3.060827          0
##  [847,]      21.119249       58.876766  3.633373          0
##  [848,]      15.254392       75.907869  4.494544          0
##  [849,]      18.893137       68.089865  2.813889          0
##  [850,]      11.653458       70.367049  5.214484          0
##  [851,]      17.954849       40.140152  4.238253          0
##  [852,]      11.135312       70.829110  3.378778          0
##  [853,]       9.689144       92.219615  5.102517          0
##  [854,]      16.823773       52.297113  4.957420          0
##  [855,]      18.026098       44.061625  5.400811          0
##  [856,]      14.401654       41.109869  4.476349          0
##  [857,]      22.187849       72.727868  4.764194          0
##  [858,]      10.407479       85.685272  5.035154          0
##  [859,]       9.854011       80.561077  3.390471          0
##  [860,]      19.775367       53.270152  4.456104          0
##  [861,]      16.354520       47.100982  4.274137          0
##  [862,]      11.044405       62.014822  3.403270          0
##  [863,]      14.192544       60.373722  2.957195          0
##  [864,]      14.233952       74.068658  4.179187          0
##  [865,]      11.147704       87.481505  3.256301          0
##  [866,]      12.994596       31.390450  4.705562          0
##  [867,]      17.314681       48.882198  4.475161          0
##  [868,]      12.618252       60.003148  4.009006          0
##  [869,]      12.428763       71.625497  3.183435          0
##  [870,]      11.084834              NA  4.330322          0
##  [871,]      19.301248       70.829513  3.569717          0
##  [872,]      14.774801       58.735933  4.154845          0
##  [873,]      12.556983       55.253912  2.817391          0
##  [874,]      18.343590       82.449002  4.052905          0
##  [875,]      15.547964       57.328116  3.837257          0
##  [876,]      11.226578       65.182759  3.776226          0
##  [877,]       4.966862       72.305219  3.442121          0
##  [878,]      17.107563       48.546257  4.838862          0
##  [879,]      12.180826              NA  3.408169          0
##  [880,]      10.614582       53.879737  4.267953          0
##  [881,]      12.828121       90.006765  4.472018          0
##  [882,]      12.874805       75.416710  4.555949          0
##  [883,]      11.798991       63.827569  2.519892          0
##  [884,]      14.638927       68.907754  4.071916          0
##  [885,]      10.024039       63.397500  3.871463          0
##  [886,]      19.174739       54.966317  3.506765          0
##  [887,]      16.722195       71.776018  3.722455          0
##  [888,]      11.580141              NA  3.836703          0
##  [889,]      11.176548       71.536834  3.806539          0
##  [890,]      15.770464       53.321812  4.107364          0
##  [891,]      11.915740       78.179171  4.531659          0
##  [892,]      15.333005       57.033522  5.580830          0
##  [893,]      14.784314       48.451375  3.699146          0
##  [894,]      12.813634       84.279218  5.456913          0
##  [895,]       7.609798       59.396787  3.294129          0
##  [896,]       8.123470       75.668785  2.765722          0
##  [897,]       9.982010       52.716589  5.353043          0
##  [898,]      13.469924       50.567372  5.174720          0
##  [899,]      10.634230       97.087060  4.045547          0
##  [900,]      16.307790       55.586142  4.070824          0
##  [901,]      11.863248       65.791687  4.167336          0
##  [902,]      20.483902       73.488981  3.418763          0
##  [903,]      13.797870       63.463409  3.884460          0
##  [904,]      14.151473       73.187013  5.438488          0
##  [905,]      16.359951       62.368234  4.072198          0
##  [906,]      15.905270       50.807825  2.998335          0
##  [907,]      14.337804       81.769775  2.934137          0
##  [908,]      10.583336       58.801469  3.918470          0
##  [909,]      15.661692       28.770619  4.572923          0
##  [910,]      10.692588       45.002014  4.101398          0
##  [911,]      18.240712       65.694230  4.180389          0
##  [912,]       9.583323       37.616485  5.504749          0
##  [913,]      16.996330              NA  2.575423          0
##  [914,]      13.243329       81.197710  2.784713          0
##  [915,]      17.706838       84.388191  4.104835          0
##  [916,]      17.075263       58.108259  4.030337          0
##  [917,]      14.665561       71.710779  4.144870          0
##  [918,]      17.161966       42.115257  3.341427          0
##  [919,]      20.606409       76.621489  4.072187          0
##  [920,]      20.926950       52.218979  4.070966          0
##  [921,]      16.520496       64.696691  3.817779          0
##  [922,]      13.125942       61.864580  2.291695          0
##  [923,]      15.089441       56.463434  3.978141          0
##  [924,]      11.854461       71.165352  3.134000          0
##  [925,]      16.296688       46.672483  4.308257          0
##  [926,]      17.925782       62.846673  3.698875          0
##  [927,]      17.115447       60.251578  2.925038          0
##  [928,]      19.527319       58.293945  3.756007          0
##  [929,]      13.278896       72.695499  3.619591          0
##  [930,]      12.748217              NA  4.439215          0
##  [931,]      20.189600       68.688694  2.600619          0
##  [932,]      10.663492       78.763592  3.169715          0
##  [933,]      14.618767       68.902945  2.445673          0
##  [934,]      17.061389       44.273379  3.994556          0
##  [935,]       9.852785       64.721331  3.481944          0
##  [936,]      14.319411       62.156686  4.921341          0
##  [937,]      12.548871       70.525972  3.808372          0
##  [938,]      15.164574       79.264575  4.699121          0
##  [939,]      14.142251       69.104012  3.941074          0
##  [940,]      15.474876       66.030317  4.416184          0
##  [941,]      12.599998       77.330137  3.654355          0
##  [942,]      18.082490       89.816057  2.276392          0
##  [943,]      12.298753       49.452046  3.130045          0
##  [944,]      13.780427       69.870484  3.579107          0
##  [945,]      16.086949       68.200877  3.588300          0
##  [946,]      13.140447       68.252067  4.724322          0
##  [947,]      12.758115       59.456691  4.224343          0
##  [948,]      15.056064              NA  3.250022          0
##  [949,]      17.730371       60.598432  4.325132          0
##  [950,]      16.614248       84.299703  3.125391          0
##  [951,]      14.049483       70.586360  3.699796          0
##  [952,]      12.863992       18.101222  3.675985          0
##  [953,]      16.981660       80.269354  3.603610          0
##  [954,]      18.094544       44.136469  3.772859          0
##  [955,]       8.660869       56.350096  4.106808          0
##  [956,]      18.367621       76.416510  4.055421          0
##  [957,]      14.023834       89.650788  3.923356          0
##  [958,]      17.971295       83.345304  2.966946          0
##  [959,]      11.238914       54.865889  3.686759          0
##  [960,]      13.417813       80.731097  4.677290          0
##  [961,]      18.964418       71.398976  3.883029          0
##  [962,]      14.831560       61.050420  3.322065          0
##  [963,]      15.416475       32.745611  4.531825          0
##  [964,]      14.896210              NA  3.443385          0
##  [965,]      12.344834       67.061824  2.372791          0
##  [966,]      12.258396       43.841692  4.814779          0
##  [967,]      15.233826       49.997034  3.051317          0
##  [968,]      13.074750       85.351214  4.369455          0
##  [969,]      14.947720       55.961613  4.534681          0
##  [970,]      12.909798       61.344664  4.645852          0
##  [971,]      16.690266       68.969018  3.458320          0
##  [972,]      13.625533              NA  2.620538          0
##  [973,]      13.173426       79.780438  4.263193          0
##  [974,]      11.877582       69.036523  5.038119          0
##  [975,]      11.070511       71.438165  3.941969          0
##  [976,]      15.503144       61.591036  3.499049          0
##  [977,]      14.659741       89.027196  4.319777          0
##  [978,]       7.852086       86.440561  1.964863          0
##  [979,]      14.810630       88.020365  3.403393          0
##  [980,]      18.248098       49.604842  3.287244          0
##  [981,]      19.032219       58.809199  4.182741          0
##  [982,]      18.919188       54.755214  3.776718          0
##  [983,]      11.070289       62.914421  3.853388          0
##  [984,]      15.343316       44.544627  3.076214          0
##  [985,]      11.759930       91.239299  3.241267          0
##  [986,]      13.232308       98.686620  3.666672          0
##  [987,]      18.863817       52.908851  3.258042          0
##  [988,]      18.768328       63.664155  3.936973          0
##  [989,]      16.198948       64.101951  3.452822          0
##  [990,]      14.616509       80.568252  2.978925          0
##  [991,]      17.265186       80.234797  6.357439          0
##  [992,]      16.271825       64.576851  4.764412          0
##  [993,]      13.744749              NA  4.863378          0
##  [994,]      18.663901       58.052866  4.217861          0
##  [995,]       9.684376       41.337775  4.635709          0
##  [996,]      15.470400       81.508682  2.988093          0
##  [997,]      16.006991       87.101925  3.666614          0
##  [998,]      16.563116       73.260640  4.681717          0
##  [999,]      15.805085       56.982020  2.430883          0
## [1000,]      13.521923       46.598871  5.284233          0
## [1001,]      17.758444       35.296181  4.827527          0
## [1002,]      15.110849       90.252455  4.217553          0
## [1003,]      10.622265       74.554285  3.006650          0
## [1004,]      19.699848       62.323303  4.500208          0
## [1005,]      11.635399       49.804322  4.631641          0
## [1006,]      22.091990       79.169281  4.435760          0
## [1007,]      19.912950       59.303053  5.622018          0
## [1008,]      19.418013       84.847740  4.071344          0
## [1009,]      13.978348       71.733845  2.898223          0
## [1010,]      10.415889       71.905147  3.231680          0
## [1011,]      11.713821       63.863068  4.038503          0
## [1012,]      15.215293       63.391468  4.129230          0
## [1013,]      13.561253       39.215917  4.457282          0
## [1014,]      11.975680       65.797023  3.311168          0
## [1015,]      12.588475       58.861558  4.223576          0
## [1016,]      14.523500       71.450447  5.486132          0
## [1017,]      22.159747       75.364974  2.760213          0
## [1018,]      16.202371       79.859323  4.046380          0
## [1019,]      14.744347       62.443239  3.455623          0
## [1020,]      16.895180       65.447362  3.171655          0
## [1021,]      14.070879       73.920320  4.383943          0
## [1022,]      13.573471       80.268372  3.358353          0
## [1023,]      18.725302       43.898088  2.938082          0
## [1024,]       8.033859       48.529038  4.178898          0
## [1025,]      13.571223       62.179477  4.003458          0
## [1026,]      12.534009       86.683635  3.502371          0
## [1027,]      18.117042       79.094440  3.254926          0
## [1028,]      14.134954       51.705215  3.662648          0
## [1029,]      17.015118       51.505508  3.893767          0
## [1030,]      14.668950       57.401465  4.126408          0
## [1031,]      11.789619       78.568182  3.042797          0
## [1032,]      15.116023       57.712992  4.174220          0
## [1033,]      13.748668       75.024545  4.180568          0
## [1034,]       9.984033       65.251551  3.136945          0
## [1035,]      17.539130       84.032858  4.213568          0
## [1036,]      12.971869       70.485251  4.775785          0
## [1037,]      16.903180       51.106614  4.033391          0
## [1038,]      18.525434       68.547448  3.964450          0
## [1039,]      11.983635      107.900842  2.004143          0
## [1040,]      16.980755       61.158047  2.831234          0
## [1041,]      10.075598       63.984225  4.724457          0
## [1042,]      12.427538       23.136611  3.665411          0
## [1043,]      14.740787              NA  5.846827          0
## [1044,]      16.848444       72.687686  3.371680          0
## [1045,]      13.974085       83.157997  2.925732          0
## [1046,]       9.213268       59.280269  2.275903          0
## [1047,]      19.394027       54.510725  3.178004          0
## [1048,]      15.958334       70.615832  4.102292          0
## [1049,]      12.666016       78.767052  4.444901          0
## [1050,]      15.157408       71.022744  5.140208          0
## [1051,]      15.892079       72.164019  4.763731          0
## [1052,]      11.802847       72.384762  3.696328          0
## [1053,]      15.357583       44.555264  4.213700          0
## [1054,]      15.692738      107.282329  4.081728          0
## [1055,]       7.791638       58.174825  4.919585          0
## [1056,]      23.952450       68.242206  3.651865          0
## [1057,]      12.535838       56.310592  4.599082          0
## [1058,]       8.637461       55.603512  3.332906          0
## [1059,]      13.378165       89.051957  3.309472          0
## [1060,]       8.547283       60.144702  2.391540          0
## [1061,]      17.192685       41.035789  4.502138          0
## [1062,]      14.712285      106.371720  3.855773          0
## [1063,]       7.151751       88.413296  2.875880          0
## [1064,]      11.515123       39.550476  3.214450          0
## [1065,]      17.595510       75.519059  2.770823          0
## [1066,]      15.234277       48.195572  4.157927          0
## [1067,]       9.027167       67.476229  2.804927          0
## [1068,]      18.967259       59.651523  4.398901          0
## [1069,]      16.980610       69.622490  2.575141          0
## [1070,]       9.767081       43.142000  4.565423          0
## [1071,]      18.261213       45.981624  4.344805          1
## [1072,]      14.136699       68.861861  3.891097          1
## [1073,]      21.340849       51.274712  2.959750          1
## [1074,]      16.410654       64.505923  6.389161          1
## [1075,]      12.340384       83.238661  3.551656          1
## [1076,]      16.716557       17.000683  3.959294          1
## [1077,]      13.214324       79.863009  3.300253          1
## [1078,]      12.466610              NA  2.506238          1
## [1079,]      14.247947       85.930428  3.325639          1
## [1080,]      12.014243       72.608076  4.868543          1
## [1081,]      12.010676       58.100707  3.584985          1
## [1082,]      12.357385      108.849568  3.505300          1
## [1083,]      10.838249       65.548216  3.874425          1
## [1084,]      10.641789       63.722933  3.182583          1
## [1085,]      12.302669       59.887367  2.460465          1
## [1086,]      13.461794       50.895233  2.977047          1
## [1087,]      13.767802       99.175595  3.667154          1
## [1088,]      12.511973       49.299849  2.958415          1
## [1089,]      15.459307       68.895603  3.870611          1
## [1090,]      14.587290       81.378451  3.822669          1
## [1091,]      17.207494       73.940970  3.223081          1
## [1092,]      14.033995       29.668142  4.387208          1
## [1093,]      13.860453       93.714876  2.999702          1
## [1094,]      13.643236       61.125080  5.612296          1
## [1095,]      15.310631       73.723070  3.741143          1
## [1096,]      11.235144       46.682597  4.592959          1
## [1097,]      20.605552       70.168389  4.604725          1
## [1098,]      12.092499       81.592362  4.165550          1
## [1099,]      11.410184       77.286551  3.659653          1
## [1100,]      17.385515       73.115053  3.789237          1
## [1101,]      12.419906       74.674383  3.898916          1
## [1102,]      14.168314      102.567846  4.300695          1
## [1103,]       8.963254       82.581338  4.497731          1
## [1104,]      14.449181       68.640768  4.342797          1
## [1105,]      21.430293       43.188803  3.678686          1
## [1106,]      20.057619       78.501492  4.721340          1
## [1107,]      16.521942       67.533260  5.688207          1
## [1108,]      18.828594       43.440644  3.819985          1
## [1109,]      20.222075              NA  3.410686          1
## [1110,]      15.563460       77.834036  3.261651          1
## [1111,]      14.063140       65.155182  4.995602          1
## [1112,]      13.609643       70.571414  3.968647          1
## [1113,]       6.059608      105.400460  3.690929          1
## [1114,]      15.692839       82.929345  4.393944          1
## [1115,]      16.005207       72.363217  3.080297          1
## [1116,]      18.235220       72.299662  3.808793          1
## [1117,]      11.793246       57.345645  3.242545          1
## [1118,]      17.592126       68.992741  4.005893          1
## [1119,]      13.335381       54.216284  4.854313          1
## [1120,]      11.325447       80.338331  3.631042          1
## [1121,]      13.283100       74.412867  2.571392          1
## [1122,]      14.388350       73.164778  4.201054          1
## [1123,]      13.531660       42.844511  2.917284          1
## [1124,]      14.920616        8.577013  2.181714          1
## [1125,]      14.065597       82.781926  3.422543          1
## [1126,]      11.855103       49.480441  3.911015          1
## [1127,]      10.504023       67.493450  2.911751          1
## [1128,]      10.824600       75.328892  4.143365          1
## [1129,]      12.866420       55.498331  3.439561          1
## [1130,]      15.692176       79.962803  3.918006          1
## [1131,]      15.297496              NA  4.220028          1
## [1132,]      13.898950       63.857674  4.081329          1
## [1133,]      18.428387       41.290330  3.613835          1
## [1134,]      11.246460       60.292187  3.209588          1
## [1135,]      17.731882       59.686076  4.208354          1
## [1136,]      10.371843       62.037730  5.702505          1
## [1137,]      12.814604              NA  4.398059          1
## [1138,]      15.151173       79.538368  3.274629          1
## [1139,]      14.420882       55.586815  3.939011          1
## [1140,]      15.869010       55.384333  5.030712          1
## [1141,]      15.023962       47.144144  4.052367          1
## [1142,]      12.712187       62.471115  4.485070          1
## [1143,]      11.403372       84.525775  3.329601          1
## [1144,]      20.939359       54.198520  5.370403          1
## [1145,]      15.603729       82.317854  3.533500          1
## [1146,]      10.353995       60.009184  3.881767          1
## [1147,]      12.495658       79.946113  4.764995          1
## [1148,]      14.365625       74.888422  3.499775          1
## [1149,]      16.053202       79.357560  4.431739          1
## [1150,]      10.070192       50.124122  4.641041          1
## [1151,]      20.224426      104.580881  4.043915          1
## [1152,]      12.906730       68.748918  2.010537          1
## [1153,]      14.947811       89.774160  3.578826          1
## [1154,]      17.848994      103.321827  4.046306          1
## [1155,]      13.978608       52.301550  3.894061          1
## [1156,]      13.526522              NA  3.229834          1
## [1157,]      11.055801      116.161622  3.534665          1
## [1158,]      12.567061      118.357275  4.318272          1
## [1159,]      19.355841       45.104018  4.209137          1
## [1160,]      13.133959       96.125198  3.442848          1
## [1161,]      13.262102       79.344915  2.472720          1
## [1162,]      17.857214       62.553136  3.292270          1
## [1163,]      16.089710       59.494026  2.929953          1
## [1164,]      14.176501       68.124809  4.412174          1
## [1165,]      15.976018       47.400093  3.804352          1
## [1166,]      14.090719       60.320070  4.620686          1
## [1167,]      19.643896       68.236370  3.433135          1
## [1168,]      16.576565       58.675066  4.536123          1
## [1169,]      10.583581       73.106007  4.957822          1
## [1170,]      17.545440       64.071288  5.113870          1
## [1171,]      14.665441       60.515772  4.910534          1
## [1172,]       7.619812       79.944916  4.745248          1
## [1173,]       7.090387       66.026796  3.093814          1
## [1174,]      11.973422       62.960463  4.553381          1
## [1175,]       8.189662       59.663554  4.186675          1
## [1176,]      15.965652       75.914398  3.877349          1
## [1177,]      14.911191       79.687039  2.286943          1
## [1178,]      18.713876       76.414153  4.438858          1
## [1179,]      16.777540       62.756891  4.275645          1
## [1180,]      13.789267       49.642451  2.962852          1
## [1181,]      11.147085       90.886908  3.843405          1
## [1182,]      12.493388       76.225580  3.729120          1
## [1183,]      13.818450       49.652834  5.446566          1
## [1184,]      16.274831       84.827183  4.401628          1
## [1185,]      17.033602       61.205470  3.386294          1
## [1186,]      14.683580       55.326369  5.648606          1
## [1187,]      13.533433       41.731219  4.132274          1
## [1188,]      18.238711       45.668318  5.218307          1
## [1189,]       8.233405       66.678214  4.601802          1
## [1190,]      14.670555       83.469934  4.501980          1
## [1191,]      17.561933       49.388362  3.371111          1
## [1192,]      18.737931       64.808546  3.709437          1
## [1193,]      11.930433       76.524270  4.387602          1
## [1194,]      10.890085       87.912530  2.220640          1
## [1195,]      17.343806       53.085480  2.820927          1
## [1196,]      11.988324       43.912634  4.315308          1
## [1197,]       8.602425       74.581711  3.624635          1
## [1198,]      14.298521       51.868885  3.940282          1
## [1199,]      14.799553       85.775784  4.531196          1
## [1200,]      10.785965       68.294617  3.397303          1
## [1201,]      14.512991       35.565966  4.308223          1
## [1202,]      16.311696       74.570581  3.470885          1
## [1203,]      11.858905       94.340172  4.616641          1
## [1204,]      14.427225       55.393613  3.912836          1
## [1205,]      11.169090       59.826439  3.721975          1
## [1206,]      16.307474              NA  4.271168          1
## [1207,]      18.999154              NA  3.840889          1
## [1208,]      14.058461       40.916811  3.190128          1
## [1209,]      13.686026       77.182622  4.511384          1
## [1210,]       5.871941       75.714425  5.199447          1
## [1211,]      20.539688       88.057105  3.317152          1
## [1212,]      16.711471       46.552618  3.680410          1
## [1213,]      14.083110       50.286395  4.516870          1
## [1214,]      17.384471       88.361846  3.771596          1
## [1215,]      10.933867       49.145504  4.314495          1
## [1216,]       8.360283       52.501187  3.173879          1
## [1217,]      15.894674       57.643457  4.523237          1
## [1218,]      13.081881       99.640691  3.042497          1
## [1219,]      13.954710       32.799029  4.599432          1
## [1220,]      12.199449       71.271231  4.647096          1
## [1221,]      14.495791       77.212274  4.362086          1
## [1222,]      15.843303       59.728173  3.499453          1
## [1223,]      14.861133       72.762585  2.799883          1
## [1224,]      12.038457       80.312558  4.164029          1
## [1225,]      14.084388       61.392983  4.104699          1
## [1226,]      15.698726       84.158080  2.938536          1
## [1227,]      10.049772       55.232271  4.855821          1
## [1228,]      14.282961       85.393399  3.951304          1
## [1229,]      15.715546       75.590599  3.068919          1
## [1230,]      11.285709       58.236119  3.707974          1
## [1231,]      17.871950       78.492783  4.111691          0
## [1232,]      14.121049       45.602992  4.650034          0
## [1233,]      13.676435       74.424166  3.281802          0
## [1234,]      15.867751       80.498498  4.453526          0
## [1235,]      10.069254              NA  5.229809          0
## [1236,]      19.572572              NA  2.842471          0
## [1237,]      14.376764       60.743770  5.464857          0
## [1238,]       9.704704       79.484801  3.871372          0
## [1239,]      13.001881       79.529338  4.152014          0
## [1240,]      16.736749       42.349461  4.402340          0
## [1241,]      13.447513       50.756064  2.372925          0
## [1242,]      13.951332       67.142033  5.152528          0
## [1243,]      17.138831       39.777282  3.687152          0
## [1244,]      11.871725       75.504542  2.203841          0
## [1245,]      12.701422              NA  4.402244          0
## [1246,]      18.503762       66.136988  4.144872          0
## [1247,]      10.504303       57.862157  3.210168          0
## [1248,]      16.681990       72.048083  2.878516          0
## [1249,]      16.233039       67.873910  4.217744          0
## [1250,]      10.444501       68.184020  3.762223          0
## [1251,]      15.664382       68.615876  4.119436          0
## [1252,]      20.768986       89.646506  3.790524          0
## [1253,]      14.801329       97.277004  4.125732          0
## [1254,]      18.600728       67.964376  3.502082          0
## [1255,]      16.035980       40.076113  3.806596          0
## [1256,]      17.921141       34.816398  4.805792          0
## [1257,]      12.127254      105.165799  4.094746          0
## [1258,]      14.393869       69.939822  4.657361          0
## [1259,]      13.773610       84.816771  3.110932          0
## [1260,]      13.937968       88.771969  4.559337          0
## [1261,]      12.002178       80.758618  3.358284          0
## [1262,]      13.623308       56.326497  4.107467          0
## [1263,]      21.813160      104.747700  3.875238          0
## [1264,]      14.536080       71.045480  3.690862          0
## [1265,]      18.736927       40.224521  3.506229          0
## [1266,]      16.030293              NA  4.592980          0
## [1267,]      14.244720       52.616387  4.059377          0
## [1268,]      16.982256       73.733593  4.153559          0
## [1269,]      12.437571       65.746717  3.844013          0
## [1270,]      18.125202       78.153575  3.584202          0
## [1271,]      16.437715       79.471177  5.032855          0
## [1272,]      16.661153       54.236592  3.572344          0
## [1273,]      17.466467       62.792905  4.395285          0
## [1274,]       8.634319       86.810229  3.561963          0
## [1275,]      15.647036       64.980642  4.599236          0
## [1276,]      11.705953       52.363442  4.316063          0
## [1277,]      10.218185       70.033119  4.320900          0
## [1278,]      14.098786       70.300741  4.846359          0
## [1279,]      11.838106       77.838212  3.994714          0
## [1280,]      15.843744       65.580338  2.941555          0
## [1281,]      12.501554       85.682146  3.919955          0
## [1282,]      18.207137       67.054119  2.770948          0
## [1283,]      14.410952       45.448777  5.290921          0
## [1284,]      12.370339       63.446749  3.746620          0
## [1285,]      12.570715       54.968734  3.488373          0
## [1286,]      20.603574       85.105892  3.542811          0
## [1287,]       7.710769       73.634278  4.086921          0
## [1288,]       5.362371       61.911364  3.293553          0
## [1289,]      12.128366       79.245033  2.081425          0
## [1290,]      16.196573       75.302598  4.089485          0
## [1291,]      18.253472       84.022119  1.496101          0
## [1292,]      15.047593       83.921292  4.126965          0
## [1293,]      16.839331       76.243623  4.397533          0
## [1294,]       8.857599       37.734790  4.403250          0
## [1295,]      13.815757       86.753117  3.490588          0
## [1296,]      17.660149       66.588849  3.180580          0
## [1297,]      11.349210       86.946897  4.116348          0
## [1298,]      12.198732       55.942366  4.900446          0
## [1299,]      19.164525              NA  4.330049          0
## [1300,]      17.478162       65.989507  3.173200          0
## [1301,]      14.524408       64.124391  3.992848          0
## [1302,]       9.970144       68.507542  4.104938          0
## [1303,]      14.531777       50.774208  2.499910          0
## [1304,]       9.762505       73.832405  3.533243          0
## [1305,]      11.090374       61.100240  5.288058          0
## [1306,]      11.090006       88.483583  2.634341          0
## [1307,]       9.512103       84.053415  4.625729          0
## [1308,]      11.023800       48.525525  5.345324          0
## [1309,]      13.888704       64.841637  4.235108          0
## [1310,]      13.271499       72.129840  3.206995          0
## [1311,]      12.618667       52.377477  3.329243          0
## [1312,]      15.335711       54.946344  4.151866          0
## [1313,]      16.719156       77.671292  4.194600          0
## [1314,]      12.180626              NA  4.297914          0
## [1315,]      10.667254       44.289013  4.442712          0
## [1316,]      11.395098       66.165224  2.534499          0
## [1317,]      17.757697      114.208671  3.983099          0
## [1318,]      22.891011       75.472825  3.244867          0
## [1319,]      13.165035       61.058796  2.921415          0
## [1320,]       9.986355       81.963485  3.439623          0
## [1321,]      18.633065       71.919217  3.272471          0
## [1322,]      11.122653       66.359658  3.232872          0
## [1323,]      12.955577       55.522195  5.671999          0
## [1324,]      10.772862       76.617599  2.728800          0
## [1325,]      16.122668       52.166773  3.195591          0
## [1326,]      10.401973       36.751898  3.035671          0
## [1327,]      17.242909       80.651978  4.104662          0
## [1328,]      16.579301       65.882335  4.265547          0
## [1329,]      13.670099       77.339918  3.675558          0
## [1330,]      12.958917       70.937481  4.893751          0
## [1331,]      11.633015              NA  2.969434          0
## [1332,]      14.753055       34.265860  4.371748          0
## [1333,]      19.682337       70.546862  4.240032          0
## [1334,]      11.676601       58.600940  5.444927          0
## [1335,]      11.144072       68.612391  4.272203          0
## [1336,]      17.582615       78.213738  4.404132          0
## [1337,]      10.924461       87.379561  3.055790          0
## [1338,]      20.523191       26.140863  3.661529          0
## [1339,]      13.339716       55.751362  2.778906          0
## [1340,]      15.874564       71.631818  2.432507          0
## [1341,]      17.109829       89.122026  3.682134          0
## [1342,]      14.110249       58.751463  4.894842          0
## [1343,]      12.842048       51.859151  3.540532          0
## [1344,]      10.784140       79.719666  5.506934          0
## [1345,]      17.551570       59.571837  3.570290          0
## [1346,]      12.168764       54.404704  3.695084          0
## [1347,]      13.827755       59.376451  4.373999          0
## [1348,]      15.061714       68.107216  3.266029          0
## [1349,]      20.929103       60.520904  4.242947          0
## [1350,]      17.263576       68.738989  5.082206          0
## [1351,]      17.517283       61.182844  3.793318          0
## [1352,]      18.076963       93.409614  3.624101          0
## [1353,]      12.186310       53.908820  4.015574          0
## [1354,]      10.839796       69.420035  3.000096          0
## [1355,]      13.178301       41.525863  3.440859          0
## [1356,]       7.242761              NA  3.489283          0
## [1357,]      13.415205       73.629240  3.319953          0
## [1358,]      15.254653       71.542306  3.302212          0
## [1359,]       8.234265       76.657286  3.446401          0
## [1360,]      23.135952       73.786211  4.270851          0
## [1361,]      14.363661       16.291505  3.687995          0
## [1362,]       7.775896       38.794307  3.152345          0
## [1363,]      13.719331       77.769334  2.572830          0
## [1364,]      14.761878       82.831554  3.806700          0
## [1365,]      16.787272       82.016058  3.331550          0
## [1366,]      15.173956       73.450164  3.465089          0
## [1367,]      22.763707       71.428978  5.920234          0
## [1368,]      15.212798       90.579020  3.282750          0
## [1369,]      15.545029       92.011257  3.745725          0
## [1370,]      12.419359       59.763194  4.428312          0
## [1371,]      15.213176       34.471753  2.909606          0
## [1372,]      13.450580       63.579317  5.168298          0
## [1373,]      12.158056       67.212405  3.425065          0
## [1374,]      10.613710       71.963390  3.507709          0
## [1375,]      13.900110       64.042698  4.149414          0
## [1376,]      14.235105       70.704363  4.194200          0
## [1377,]      11.095060       68.923128  5.600459          0
## [1378,]       9.619021       40.233823  5.428917          0
## [1379,]      18.081957       52.967469  4.454477          0
## [1380,]      19.957513       44.345680  4.641738          0
## [1381,]      15.879549       63.676952  3.863287          0
## [1382,]      13.754221       57.438275  4.237345          0
## [1383,]      14.441754       79.169597  4.086867          0
## [1384,]      13.447314       54.117664  4.115696          0
## [1385,]      11.598340       72.033901  4.426983          0
## [1386,]      17.916964       50.878820  3.030824          0
## [1387,]      12.950545       65.839742  2.906589          0
## [1388,]      17.236047       75.853549  2.835794          0
## [1389,]      18.543500              NA  3.052822          0
## [1390,]      12.632707       80.249886  3.530498          0
## [1391,]       4.371899       74.673986  3.542093          0
## [1392,]      12.510887       66.376374  4.839176          0
## [1393,]      18.281754       43.433240  3.613212          0
## [1394,]      16.743289       72.710127  4.174569          0
## [1395,]      12.671607       27.559355  4.084697          0
## [1396,]      15.160641       70.337057  4.767722          0
## [1397,]      21.520593       62.659460  3.270904          0
## [1398,]      13.624148              NA  4.822884          0
## [1399,]      20.720473       82.396766  3.893926          0
## [1400,]      11.659196       49.522330  3.927981          0
## [1401,]      16.133499       58.134527  5.436819          0
## [1402,]      12.742329       67.282328  4.243134          0
## [1403,]      12.348083       90.390277  4.713719          0
## [1404,]      18.092608       96.442129  4.168487          0
## [1405,]      15.349869       63.696746  3.319354          0
## [1406,]      17.038212              NA  5.247130          0
## [1407,]      11.813338       61.935078  4.874534          0
## [1408,]       9.504880       66.146355  2.935802          0
## [1409,]      18.215464       53.976734  3.839185          0
## [1410,]      13.389549       28.566364  3.995857          0
## [1411,]      16.684074       74.529806  4.991896          0
## [1412,]      12.286237       62.768615  4.808583          0
## [1413,]      14.156241       64.164409  3.577447          0
## [1414,]      11.558372       85.864119  3.568197          0
## [1415,]      18.126924       50.081054  4.144781          0
## [1416,]      14.467095       74.374018  4.409054          0
## [1417,]      14.408080       78.100735  2.957441          0
## [1418,]      20.088643       53.925045  4.223884          0
## [1419,]      10.144443       42.315473  3.151389          0
## [1420,]      15.379519       31.895507  5.138048          0
## [1421,]      20.209330       49.156640  4.170076          0
## [1422,]      16.237265       74.611653  2.990151          0
## [1423,]      15.119348       63.359706  2.781944          0
## [1424,]      19.270709       84.192581  3.494032          0
## [1425,]      13.333518       58.194222  5.122703          0
## [1426,]      12.677488       57.280265  2.865031          0
## [1427,]      19.703422       82.253454  3.965647          0
## [1428,]      14.359351       50.926671  4.461211          0
## [1429,]      12.366424       79.206473  4.405408          0
## [1430,]      13.786141       33.781557  4.133069          0
## [1431,]      12.263150       49.502513  2.459337          0
## [1432,]      16.643696       73.259221  2.614766          0
## [1433,]      17.697765       74.230076  4.352296          0
## [1434,]      17.105328       71.020825  4.909571          0
## [1435,]      17.161768       69.467359  2.981649          0
## [1436,]      14.160899       65.433008  3.807318          0
## [1437,]       7.689294       77.003121  3.236570          0
## [1438,]      11.180350              NA  4.754313          0
## [1439,]      10.971432       74.608023  3.021289          0
## [1440,]      14.307687       81.529534  4.016144          0
## [1441,]      20.751751       60.236844  3.155214          0
## [1442,]      17.099096       63.190835  3.857852          0
## [1443,]      11.591795       61.946683  5.457831          0
## [1444,]      13.583559       45.900706  4.149483          0
## [1445,]      11.118171       64.027600  4.257038          0
## [1446,]      17.013801       72.606332  3.144790          0
## [1447,]      12.902109              NA  2.200678          0
## [1448,]       4.861631       72.837540  3.504525          0
## [1449,]      10.034950       55.947322  5.389510          0
## [1450,]      17.405818              NA  3.133839          0
## [1451,]      20.055737       96.591460  4.565542          0
## [1452,]      13.615947       75.129896  5.227609          0
## [1453,]      13.780973       59.542769  3.986781          0
## [1454,]      15.107289       89.800947  2.452121          0
## [1455,]      15.062841       57.814335  3.634031          0
## [1456,]      19.318760       58.574610  3.508504          0
## [1457,]      16.095520              NA  3.266562          0
## [1458,]      13.081524       87.279537  3.652991          0
## [1459,]      16.011608       69.976719  4.128193          0
## [1460,]      14.782861       73.433479  3.484121          0
## [1461,]      12.420834       49.129301  3.908199          0
## [1462,]      11.094898       91.493087  3.930081          0
## [1463,]      13.872994       66.983589  3.822307          0
## [1464,]      14.861906       58.754981  4.435514          0
## [1465,]      15.466455       34.719623  3.808851          0
## [1466,]      18.588091       68.458037  5.799322          0
## [1467,]       8.574691       88.620139  4.760382          0
## [1468,]      12.626474       60.900254  4.709374          0
## [1469,]      15.674785       86.760257  3.278584          0
## [1470,]      17.757917       91.384605  4.379630          0
## [1471,]      18.417924       71.875574  4.115428          0
## [1472,]      17.442301       77.722257  3.642289          0
## [1473,]      11.055446       79.288740  5.302973          0
## [1474,]      19.637042       48.709989  4.732003          0
## [1475,]      13.988707       96.826961  4.371079          0
## [1476,]      13.067803       99.918387  4.460363          0
## [1477,]      11.827401              NA  4.359137          0
## [1478,]      17.238656       74.948217  3.295034          0
## [1479,]      13.441175       92.486140  4.654177          0
## [1480,]      16.552543       56.399346  3.933565          0
## [1481,]      12.168334       83.656615  4.127599          1
## [1482,]      10.817123       81.224983  3.756720          1
## [1483,]       8.840514       66.543935  5.251223          1
## [1484,]      13.330091       68.388378  4.138697          1
## [1485,]      19.827392       43.564293  4.914884          1
## [1486,]      10.522935       62.125469  3.574172          1
## [1487,]      11.913204       58.273700  3.089550          1
## [1488,]       7.091229       98.594560  3.040031          1
## [1489,]      12.305634       45.687421  3.968177          1
## [1490,]      14.162010       70.765992  3.430167          1
## [1491,]       9.006143       60.912034  2.505650          1
## [1492,]      11.173155       88.888819  3.684263          1
## [1493,]      12.291616       87.429078  2.087080          1
## [1494,]      17.218575       56.044934  4.015246          1
## [1495,]      14.181471       33.592031  4.548100          1
## [1496,]      16.559229              NA  4.533174          1
## [1497,]      12.907351       73.688742  3.198879          1
## [1498,]       7.283013       73.331529  4.687847          1
## [1499,]      19.385941       70.957565  3.077035          1
## [1500,]      17.297556       65.065069  3.360131          1
## [1501,]      12.446976       60.159413  4.490105          1
## [1502,]      12.332979       67.748991  2.881370          1
## [1503,]       5.512040       77.830816  3.393325          1
## [1504,]      17.048683       72.827392  3.354890          1
## [1505,]      13.225666       50.803353  3.123166          1
## [1506,]      13.312723       68.944888  3.796737          1
## [1507,]      18.917027       58.692204  4.425134          1
## [1508,]      11.712149       65.967814  3.707054          1
## [1509,]      11.032867       52.510520  4.007903          1
## [1510,]      12.082169       61.474423  3.797068          1
## [1511,]       9.261965       71.002217  4.176219          1
## [1512,]      16.865453       62.154379  3.271339          1
## [1513,]      14.046278       67.627241  2.367041          1
## [1514,]      15.422459       94.386932  3.861109          1
## [1515,]       8.398237       67.290956  2.747027          1
## [1516,]      17.375739       51.153972  2.884715          1
## [1517,]      12.053627       93.871692  3.842578          1
## [1518,]      14.314282       52.697958  3.931653          1
## [1519,]      15.845193       59.474013  4.095612          1
## [1520,]      10.353659       45.304007  3.364891          1
## [1521,]      14.670246       62.259623  3.589252          1
## [1522,]      17.477598       59.989737  3.889500          1
## [1523,]      17.051185       69.781641  4.284831          1
## [1524,]      13.961740       65.866679  3.867843          1
## [1525,]      11.781265       86.513474  5.554075          1
## [1526,]      19.495393              NA  3.181112          1
## [1527,]      17.425460       90.662337  2.285520          1
## [1528,]      12.575417       60.648404  3.160075          1
## [1529,]      11.835382       71.436038  4.255948          1
## [1530,]      10.213623       75.561050  3.714469          1
## [1531,]      13.746598       60.490581  3.356978          1
## [1532,]      12.485257       57.818484  2.942115          1
## [1533,]      20.637599       76.529077  4.080786          1
## [1534,]      14.354595       57.247082  2.404729          1
## [1535,]      17.998160       67.356079  4.354535          1
## [1536,]      13.977338       97.859775  4.322325          1
## [1537,]       5.218233       48.735514  4.356594          1
## [1538,]      16.548438       55.132546  3.338022          1
## [1539,]       8.148929       69.375044  4.534960          1
## [1540,]      13.996101       51.174058  4.746092          1
## [1541,]      14.006983       91.590703  4.564460          1
## [1542,]      16.061440       61.851358  4.159567          1
## [1543,]      15.094091       86.554168  4.526351          1
## [1544,]       9.497937       50.660145  3.981969          1
## [1545,]      12.683724       86.165971  4.263180          1
## [1546,]       7.832108       69.419665  2.746650          1
## [1547,]      14.299242       71.706891  4.299209          1
## [1548,]      14.597145       70.850977  4.150167          1
## [1549,]      14.786347       80.980213  3.352765          1
## [1550,]      16.192870       91.123219  3.767443          1
## [1551,]      12.645176       78.756533  4.930084          1
## [1552,]       9.456473       94.901122  3.743704          1
## [1553,]      15.669628       55.404080  4.534233          1
## [1554,]      13.043617       77.131051  3.784085          1
## [1555,]       9.313771       70.828374  4.354288          1
## [1556,]      17.526819       91.602794  3.931731          1
## [1557,]      16.086232       53.502086  4.108857          1
## [1558,]      18.502406       78.354341  3.959637          1
## [1559,]      15.292706       63.939821  4.810185          1
## [1560,]      16.574060       92.945757  4.274738          1
## [1561,]       8.127543       77.554953  3.535598          1
## [1562,]      20.789592       93.300733  4.007347          1
## [1563,]      13.760231       90.306310  4.400203          1
## [1564,]      15.846048              NA  3.612919          1
## [1565,]      11.813231       67.651025  5.114607          1
## [1566,]      13.022135       54.060851  3.315071          1
## [1567,]      12.997263       69.260209  3.395483          1
## [1568,]      11.053925       74.108180  3.498717          1
## [1569,]      14.632438       82.650635  3.452150          1
## [1570,]      16.650114       31.174039  3.938506          1
## [1571,]      14.942217              NA  3.901097          1
## [1572,]      11.300587       53.201848  4.889458          1
## [1573,]      11.423377       59.267099  5.021465          1
## [1574,]      20.314617       83.707938  4.867287          1
## [1575,]       8.642494       84.581963  3.153005          1
## [1576,]      17.151969       77.810699  4.304052          1
## [1577,]      15.581903       61.853528  4.943843          1
## [1578,]      15.669955       67.230057  5.185000          1
## [1579,]      16.154964       91.461709  4.916218          1
## [1580,]      12.392869       83.707045  2.741791          1
## [1581,]      14.028602       61.446945  3.837639          1
## [1582,]      17.664555       68.573198  4.539371          1
## [1583,]      13.307824       62.826687  4.072063          1
## [1584,]      15.153817       74.765101  3.700917          1
## [1585,]      17.865533       85.192511  4.999752          1
## [1586,]      17.125863              NA  4.816348          1
## [1587,]      13.265853       66.577952  3.529427          1
## [1588,]      17.950001       54.983878  4.076403          1
## [1589,]      15.238642       65.614705  4.677921          1
## [1590,]      10.905476       75.333025  4.628975          1
## [1591,]       8.412402       66.163439  3.013361          1
## [1592,]      11.309245       70.116746  4.640043          1
## [1593,]      12.376272       32.761161  4.154685          1
## [1594,]      11.009592       92.481885  3.920288          1
## [1595,]      16.701920       68.793062  3.149202          1
## [1596,]      11.283387       91.942181  5.544167          1
## [1597,]      13.309391       43.019427  4.026622          1
## [1598,]      10.742146       40.773856  4.211672          1
## [1599,]      19.218374       54.268008  5.537476          1
## [1600,]       9.809669       79.397105  3.619182          1
## [1601,]      12.312493       59.680518  3.152763          1
## [1602,]      10.008146       61.679801  5.349211          1
## [1603,]      10.811673       81.526457  3.574605          1
## [1604,]      15.931879       66.551419  4.302179          1
## [1605,]      11.316002       54.943992  4.201577          1
## [1606,]      15.352425       74.760976  2.745804          1
## [1607,]      16.148258       83.332516  2.891019          1
## [1608,]      13.680838       91.925742  4.989876          1
## [1609,]      11.983961       69.853135  4.120828          1
## [1610,]      12.764141       96.795403  4.134575          1
## [1611,]      12.493510       61.275234  3.495063          1
## [1612,]      15.072450       84.115673  4.600663          1
## [1613,]      18.781679              NA  2.640246          1
## [1614,]      10.851917              NA  3.362822          1
## [1615,]      13.621325      100.821792  4.585972          1
## [1616,]      13.216489       61.084652  2.725565          1
## [1617,]      16.589072       72.976741  3.579652          1
## [1618,]      17.407261      104.207104  4.892050          1
## [1619,]      15.553588              NA  3.327384          1
## [1620,]      13.617560              NA  4.526768          1
## [1621,]      11.058818       64.663309  3.802820          1
## [1622,]      12.293770       49.009256  3.021382          1
## [1623,]      17.968736              NA  3.453439          1
## [1624,]       9.386799       91.402112  3.438280          1
## [1625,]      10.285283       66.420579  5.256484          1
## [1626,]       9.025661       53.019585  4.486513          1
## [1627,]      18.527105       80.462810  2.890999          1
## [1628,]      15.918912       60.339794  4.601351          1
## [1629,]      18.703657       62.868527  3.846612          1
## [1630,]      13.314422       58.220982  4.019011          1
## [1631,]      12.574420       17.527765  3.937334          1
## [1632,]      14.650809       59.158843  5.427373          1
## [1633,]      14.395519       78.868465  4.645692          1
## [1634,]      11.047456       60.935987  3.716368          1
## [1635,]       7.122391       41.190507  3.594217          1
## [1636,]      15.353950       74.885676  3.392134          1
## [1637,]      14.523389       64.121740  4.371882          1
## [1638,]      14.277103       53.481943  4.709676          1
## [1639,]      12.861417       72.187015  4.116263          1
## [1640,]      18.838735       53.815435  3.639972          1
## [1641,]      18.938528       53.137132  2.748429          0
## [1642,]      12.704460       40.546037  4.141819          0
## [1643,]      20.680975       77.137500  2.846501          0
## [1644,]      13.408146       54.619128  4.725746          0
## [1645,]      13.406737       43.075186  2.487969          0
## [1646,]      11.026909       85.241873  3.113764          0
## [1647,]       9.696478       69.697025  3.704324          0
## [1648,]      19.339143       81.098746  3.959518          0
## [1649,]      15.741911       78.810852  4.312290          0
## [1650,]       7.360772       76.290285  4.952733          0
## [1651,]       6.732794       90.993268  4.246446          0
## [1652,]      11.665753       48.710293  3.969463          0
## [1653,]      16.183542       77.839521  3.299047          0
## [1654,]      15.438287       56.532387  3.829784          0
## [1655,]       6.306055       55.065243  3.858979          0
## [1656,]      14.391606       81.082456  4.383823          0
## [1657,]      12.249489       59.523003  4.294448          0
## [1658,]      12.762546       67.159532  3.717823          0
## [1659,]      10.754842       30.965844  2.943522          0
## [1660,]      15.856797      100.712306  3.739922          0
## [1661,]      18.698730       82.904657  3.933826          0
## [1662,]      12.327335       57.303577  3.084040          0
## [1663,]       9.650786       52.640025  4.034755          0
## [1664,]       4.473092       71.190496  4.905230          0
## [1665,]      12.219411       83.668879  3.788803          0
## [1666,]      13.556911       89.453575  3.877714          0
## [1667,]      15.706894       73.170198  4.246388          0
## [1668,]      13.254475       92.864557  5.030452          0
## [1669,]      17.658794              NA  3.776789          0
## [1670,]      12.092167       39.448593  2.585849          0
## [1671,]      17.201608       73.646996  2.643212          0
## [1672,]      16.621959       69.167847  4.211968          0
## [1673,]      19.249550       50.029933  3.302419          0
## [1674,]      16.543869       59.246086  3.913905          0
## [1675,]      12.841828       60.870151  4.661058          0
## [1676,]      16.787145       38.107005  3.818404          0
## [1677,]      13.839297       77.550327  3.434799          0
## [1678,]      23.234326       72.799917  4.275640          0
## [1679,]      14.019149       64.407498  4.582592          0
## [1680,]      19.640923       73.201544  4.360851          0
## [1681,]      17.408922       77.382841  3.555738          0
## [1682,]      13.089086       58.083993  2.413629          0
## [1683,]      18.330856       40.495596  1.687625          0
## [1684,]      17.778015       56.352953  3.524380          0
## [1685,]      12.465043       27.095703  3.180798          0
## [1686,]      17.120803       43.667082  3.277601          0
## [1687,]      14.393046       56.290252  2.927051          0
## [1688,]      13.757564       75.535369  3.195944          0
## [1689,]      12.065963       78.549712  3.338880          0
## [1690,]       5.051695       70.833219  3.437946          0
## [1691,]       8.863614       63.646921  3.762163          0
## [1692,]      16.071120       74.909705  5.164284          0
## [1693,]      13.881357       65.891392  3.389705          0
## [1694,]      18.148562       63.698617  3.821721          0
## [1695,]      14.531155       33.918351  4.142386          0
## [1696,]      14.793960       46.043065  2.728617          0
## [1697,]       7.960478       63.698514  4.700618          0
## [1698,]      15.329438       47.021382  3.415526          0
## [1699,]      18.693915       54.280624  4.069087          0
## [1700,]      15.252794       22.749735  5.070842          0
## [1701,]      13.027439       77.829802  3.786487          0
## [1702,]      17.229149       65.340213  4.889163          0
## [1703,]      14.395839       64.601468  4.278712          0
## [1704,]      13.782989       34.448293  5.036883          0
## [1705,]      15.231129       92.255062  4.725507          0
## [1706,]       6.478626       80.637806  3.165618          0
## [1707,]      15.280653       83.783477  3.081681          0
## [1708,]      19.873604       46.913342  4.448171          0
## [1709,]      15.373780       68.969793  4.769768          0
## [1710,]       7.168607       90.761776  3.221139          0
## [1711,]      13.501271       76.443961  3.923590          0
## [1712,]       8.027568       78.237180  3.165632          0
## [1713,]      19.670703       65.040007  3.756874          0
## [1714,]       7.733109       91.443356  3.864098          0
## [1715,]      20.212088       97.418886  2.812504          0
## [1716,]      18.511586       77.710307  3.481517          0
## [1717,]      16.217680       77.603021  3.478194          0
## [1718,]      16.214966       77.582051  4.042497          0
## [1719,]      10.682921       37.363371  3.817215          0
## [1720,]       8.597973       92.828321  5.474355          0
## [1721,]      19.312536       84.377323  3.440753          0
## [1722,]      14.642709              NA  5.241539          0
## [1723,]      12.095251       63.767702  3.275142          0
## [1724,]      21.305048       63.071597  3.723625          0
## [1725,]      13.883329       73.438220  3.497604          0
## [1726,]      10.880028       68.975176  3.256275          0
## [1727,]      16.427739       47.137000  4.713193          0
## [1728,]      14.979000       73.008496  3.795124          0
## [1729,]       9.812921       56.921862  3.352436          0
## [1730,]      12.624613       87.342833  2.362886          0
## [1731,]      13.744284       51.497112  5.205724          0
## [1732,]      18.780520       81.946106  4.699457          0
## [1733,]      16.062739       31.555010  4.861276          0
## [1734,]      14.545465       60.140117  3.092817          0
## [1735,]       9.578602       45.480738  5.060836          0
## [1736,]      12.520126       59.046994  4.155495          0
## [1737,]      16.381195       46.303523  5.046973          0
## [1738,]      14.398740       48.299497  3.928614          0
## [1739,]      14.247682       77.094234  5.127395          0
## [1740,]       8.280181       63.944178  4.264944          0
## [1741,]      11.895700       55.921827  2.380088          0
## [1742,]      10.327476       77.261468  3.497481          0
## [1743,]      16.073449       73.710218  4.583110          0
## [1744,]      13.995136       78.348415  4.754235          0
## [1745,]      15.178368       68.981966  3.668880          0
## [1746,]      15.163179       58.945605  4.377502          0
## [1747,]      14.407555       64.644993  3.287617          0
## [1748,]      11.783383       92.227733  5.051494          0
## [1749,]      21.469491       78.227748  5.092365          0
## [1750,]      18.928979       80.202845  3.825770          0
## [1751,]      15.469980       52.812932  4.775202          0
## [1752,]      11.665329       59.775642  3.943291          0
## [1753,]      10.678255       68.852196  3.703001          0
## [1754,]      17.703104       70.291214  4.817668          0
## [1755,]      13.771680       36.183536  3.689145          0
## [1756,]      12.679501       69.074438  4.018447          0
## [1757,]      16.942566              NA  3.089597          0
## [1758,]       9.631650       71.703227  4.546070          0
## [1759,]      10.262778       64.529185  3.866875          0
## [1760,]      18.638603       61.462807  2.860224          0
## [1761,]      17.638039              NA  4.188250          0
## [1762,]       9.980418       84.570083  3.594444          0
## [1763,]      12.606204       65.511361  3.130609          0
## [1764,]      17.003495       53.799720  2.028875          0
## [1765,]      21.085550       70.266355  4.875383          0
## [1766,]      19.970318       49.809841  5.242105          0
## [1767,]      12.818816       59.269193  4.567880          0
## [1768,]      12.926435       22.219327  4.753019          0
## [1769,]      17.427145       56.435646  4.587745          0
## [1770,]      18.143474       65.360465  5.270218          0
## [1771,]      19.340499       85.371961  3.885405          0
## [1772,]      17.301536       79.597988  3.079373          0
## [1773,]      11.047844              NA  4.961972          0
## [1774,]      15.976196       87.471821  4.147169          0
## [1775,]      19.683493       49.236809  3.997975          0
## [1776,]      12.244622       62.967793  3.668089          0
## [1777,]      16.574190       50.526551  4.270801          0
## [1778,]      11.796235       70.019666  3.038483          0
## [1779,]      15.240349              NA  4.140424          0
## [1780,]       7.996295      101.158675  4.010037          0
## [1781,]       9.416902       57.363647  5.177964          0
## [1782,]      11.483524       85.300717  4.136950          0
## [1783,]      10.542342       91.118698  4.732125          0
## [1784,]      15.736642       62.757307  3.771305          0
## [1785,]      11.949854       62.256881  3.300586          0
## [1786,]      15.514930       30.556310  2.589868          0
## [1787,]      10.881215       65.714718  4.403083          0
## [1788,]       6.658139              NA  3.840479          0
## [1789,]      14.824433       69.252783  4.497629          0
## [1790,]      11.752421       73.997046  3.458352          0
## [1791,]      18.322879       94.416301  1.986192          0
## [1792,]      15.138094       96.600542  4.042638          0
## [1793,]      28.300000       79.633064  3.864931          0
## [1794,]      17.623594       76.831226  2.993301          0
## [1795,]      13.927946       71.834058  4.701538          0
## [1796,]      12.352722       72.033644  4.691018          0
## [1797,]       5.537059       81.453941  4.006425          0
## [1798,]      14.356496       68.120761  4.770154          0
## [1799,]      14.412734       54.641176  2.861064          0
## [1800,]      14.297696       84.802970  4.301273          0
## [1801,]      14.149473       48.965996  3.474035          0
## [1802,]       8.335245       90.312062  4.898421          0
## [1803,]      13.711737       97.714049  3.067034          0
## [1804,]      16.337949              NA  3.181635          0
## [1805,]      17.858242       72.236525  4.249333          0
## [1806,]      18.870939              NA  3.911817          0
## [1807,]      16.257002              NA  4.647801          0
## [1808,]      19.861382       61.836185  4.619173          0
## [1809,]      13.082872       63.035163  4.069166          0
## [1810,]      11.468432       41.252869  3.589146          0
## [1811,]      13.304852       65.318835  3.443741          0
## [1812,]      12.758114       60.319203  4.287441          0
## [1813,]      17.273966       58.411515  4.080675          0
## [1814,]       8.866967       57.877455  3.541317          0
## [1815,]       9.604155       61.835712  3.619321          0
## [1816,]      13.425165       87.381981  2.396505          0
## [1817,]      12.924653       83.652190  3.729961          0
## [1818,]      13.039764       63.163969  3.885492          0
## [1819,]      15.459752       76.987232  4.931354          0
## [1820,]      10.619831              NA  5.127778          0
## [1821,]      16.021941       52.153472  3.709989          0
## [1822,]      17.604066       58.831969  4.147029          0
## [1823,]      13.623813       95.494680  6.064559          0
## [1824,]      10.793996       75.895700  3.807997          0
## [1825,]       9.066902       48.250468  5.437619          0
## [1826,]      19.084883       53.856055  2.940848          0
## [1827,]      16.078305       54.404461  3.715429          0
## [1828,]      23.317699       81.129543  3.778458          0
## [1829,]      10.644554       49.771941  3.715951          0
## [1830,]      17.030429       48.929140  3.779648          0
## [1831,]      15.512208       65.805331  3.998176          0
## [1832,]       9.113945       88.328605  5.553174          0
## [1833,]      13.028000       55.983973  4.296189          0
## [1834,]      16.836291       74.383580  3.909974          0
## [1835,]      11.718895       75.498737  4.938999          0
## [1836,]      12.475119       60.806902  3.707414          0
## [1837,]      10.368230       75.436147  4.493613          0
## [1838,]      19.892680       50.170522  4.501025          0
## [1839,]      17.508516       74.727821  3.365174          0
## [1840,]      14.352955       57.623368  3.546183          0
## [1841,]       8.666283       88.679265  3.802427          0
## [1842,]      15.792625       52.268490  3.390982          0
## [1843,]      14.992990       95.804800  3.175521          0
## [1844,]       8.939818       45.721308  3.760298          0
## [1845,]      14.397393       50.775293  3.048566          0
## [1846,]      15.627641       61.654744  4.112322          0
## [1847,]      14.529864       41.392768  3.454197          0
## [1848,]      17.012856       64.499826  2.813527          0
## [1849,]      16.884214       77.515444  4.270646          0
## [1850,]      13.608075              NA  3.949220          0
## [1851,]       9.557031       54.235433  3.389270          0
## [1852,]      12.451912       63.163113  4.927711          0
## [1853,]      15.421144       45.979402  3.723776          0
## [1854,]      20.771485       78.273240  3.751566          0
## [1855,]      13.172989       64.719240  4.696721          0
## [1856,]      15.070248       74.780643  3.808570          0
## [1857,]       8.688715       35.833969  3.679015          0
## [1858,]      13.591858       58.822560  3.153800          0
## [1859,]      10.809632       53.617035  4.212511          0
## [1860,]      18.340212       76.344581  3.714875          0
## [1861,]      16.225706       74.035695  4.327680          0
## [1862,]      22.346415       92.327760  2.739235          0
## [1863,]      14.210091       99.118601  4.476991          0
## [1864,]      18.423226       73.101997  4.363866          0
## [1865,]      10.749107      108.589414  4.241936          0
## [1866,]      15.955491       78.828883  4.415596          0
## [1867,]      22.466128       64.395422  2.877354          0
## [1868,]      16.820308       60.376041  3.611330          0
## [1869,]      12.118720       33.499381  5.058905          0
## [1870,]      19.422535       81.368568  5.930228          0
## [1871,]      11.434239       48.551910  3.511370          0
## [1872,]      14.785983       72.607980  3.585934          0
## [1873,]      13.713703       96.582865  4.704585          0
## [1874,]      15.198191       74.007373  2.600188          0
## [1875,]      10.247863       65.308637  3.487920          0
## [1876,]      13.514887       72.771017  3.212493          0
## [1877,]      13.697087      110.431080  2.786330          0
## [1878,]      11.838313       47.653642  5.026271          0
## [1879,]      11.255357       31.966297  3.746776          0
## [1880,]      16.210713       64.409359  4.423886          0
## [1881,]      18.137691       79.349881  5.324638          0
## [1882,]      14.836637       44.367574  3.145416          0
## [1883,]      19.034877       80.317597  4.069977          0
## [1884,]      10.066076       67.304224  4.279697          0
## [1885,]      13.637783              NA  3.230645          0
## [1886,]      10.689769       75.288688  5.370004          0
## [1887,]      10.799428       53.619847  5.105121          0
## [1888,]      16.917994       91.416880  3.029700          0
## [1889,]      16.283311       89.924253  5.120103          0
## [1890,]      16.311658       74.543981  2.961602          0
## [1891,]      13.636014       62.119643  3.189026          1
## [1892,]      20.200592       79.104019  4.181264          1
## [1893,]       7.781493       39.623835  1.492207          1
## [1894,]      10.046943      107.610806  4.550501          1
## [1895,]      14.690954       58.412860  3.931917          1
## [1896,]      19.166620       73.248984  3.301575          1
## [1897,]      15.754785       36.267530  4.276699          1
## [1898,]      17.200008       71.181544  3.603040          1
## [1899,]      13.368165       68.298689  4.305549          1
## [1900,]      12.477303       79.692080  4.700470          1
## [1901,]      14.708599       43.299820  5.128390          1
## [1902,]      17.821922       70.239601  4.275193          1
## [1903,]      13.448797       69.054138  4.531921          1
## [1904,]      18.692248       50.128415  4.251876          1
## [1905,]      16.329625       66.302629  4.489870          1
## [1906,]      14.584231       66.029156  4.893215          1
## [1907,]      11.758374       52.406188  5.609291          1
## [1908,]      18.020331       58.271257  3.463852          1
## [1909,]       9.253351      100.335665  3.373937          1
## [1910,]      15.045817       61.146087  4.241135          1
## [1911,]      13.773350       60.944343  3.990243          1
## [1912,]      11.367275       79.155822  4.935557          1
## [1913,]      19.350765       80.621872  4.590528          1
## [1914,]      15.168189       84.370713  2.919796          1
## [1915,]      16.506658       74.462646  2.658843          1
## [1916,]      17.689785       77.131889  4.593787          1
## [1917,]      11.094202       93.274232  5.320015          1
## [1918,]      14.003874       51.603004  4.493747          1
## [1919,]      17.401039       69.461111  3.599933          1
## [1920,]      18.296001       84.510985  3.827431          1
## [1921,]      15.921413       73.064218  3.870293          1
## [1922,]      12.225342       31.802024  3.531385          1
## [1923,]      12.063501       91.856156  2.526016          1
## [1924,]      14.777092       56.956939  5.075844          1
## [1925,]      13.848389       74.582981  3.515803          1
## [1926,]      16.021439       62.533557  6.073006          1
## [1927,]      10.795482       75.847542  2.949939          1
## [1928,]      10.238271       42.075315  1.659799          1
## [1929,]      16.244755       94.605311  2.558773          1
## [1930,]      13.921282       70.205241  4.964673          1
## [1931,]      12.194232       77.169789  3.542731          1
## [1932,]      11.557097       73.256220  3.099746          1
## [1933,]       8.930242       75.600980  2.959154          1
## [1934,]      14.695391       80.050031  4.318305          1
## [1935,]      11.812942       77.371361  4.693949          1
## [1936,]      18.621698       63.519516  3.573741          1
## [1937,]       7.401868       66.686950  3.603090          1
## [1938,]      14.374967       41.279830  4.457730          1
## [1939,]      14.823904       69.193358  3.285372          1
## [1940,]       9.675167       69.035113  3.249440          1
## [1941,]      18.156754       31.599404  2.715187          1
## [1942,]      16.090193       57.285763  4.896626          1
## [1943,]      13.475273       83.622260  5.396623          1
## [1944,]      13.109911       56.913981  3.566945          1
## [1945,]      12.829380       64.394907  4.275615          1
## [1946,]      13.822057       85.777222  2.664946          1
## [1947,]      11.621074       77.940822  3.405279          1
## [1948,]      14.219532       34.288413  4.109925          1
## [1949,]      14.191274       48.915881  4.753608          1
## [1950,]      13.633350       72.717920  3.183804          1
## [1951,]      13.964321       44.542985  4.032267          1
## [1952,]      15.288038       35.767601  4.819637          1
## [1953,]      10.697068       65.655326  3.551905          1
## [1954,]      15.218378       82.703470  5.255012          1
## [1955,]      15.290614       75.595222  2.505464          1
## [1956,]      16.254112       83.891129  4.549419          1
## [1957,]      10.609545       36.872086  4.822967          1
## [1958,]      12.657512              NA  4.298111          1
## [1959,]      19.806287       81.926826  4.629956          1
## [1960,]      12.819270       55.536263  3.312513          1
## [1961,]      15.018085       63.340968  4.678742          1
## [1962,]      11.623605       28.400877  3.978495          1
## [1963,]      14.929150      113.048886  4.578861          1
## [1964,]      15.152004       74.354423  3.997970          1
## [1965,]      10.763691       98.368656  2.990781          1
## [1966,]      15.554506       63.684352  4.488904          1
## [1967,]      17.194992       74.557790  4.346154          1
## [1968,]      16.292718       58.962902  2.601518          1
## [1969,]      18.176483              NA  4.374564          1
## [1970,]      15.161577       64.732311  3.394450          1
## [1971,]      12.353896       85.214369  3.824428          1
## [1972,]      16.439629       76.764385  3.982002          1
## [1973,]      10.567071       89.692883  3.311813          1
## [1974,]      12.957785       71.694351  3.386110          1
## [1975,]      11.672191       57.316977  4.421059          1
## [1976,]      15.457383       60.151346  4.847313          1
## [1977,]      11.556302       62.951527  4.704273          1
## [1978,]      15.574877       49.151960  4.742967          1
## [1979,]      17.679898       55.023286  3.932839          1
## [1980,]      13.326125       63.626894  3.883250          1
## [1981,]       6.124625       65.832990  5.425946          1
## [1982,]      20.278990       72.735207  4.258489          1
## [1983,]      15.142006       58.157304  2.869226          1
## [1984,]      13.217536       54.549618  4.480574          1
## [1985,]      14.980054       71.206209  3.510728          1
## [1986,]      13.290252       59.454325  3.652845          1
## [1987,]      15.793101       53.276033  5.181202          1
## [1988,]      17.118543       56.124024  3.017544          1
## [1989,]      20.376838       69.020530  4.323785          1
## [1990,]      17.406626       64.210767  4.162496          1
## [1991,]      14.324552       67.584311  4.040974          1
## [1992,]      18.063470       73.836909  5.056104          1
## [1993,]      17.657411       32.185378  3.842114          1
## [1994,]      18.481396       72.205075  4.792527          1
## [1995,]      14.205221       73.192470  5.481691          1
## [1996,]      11.342562       51.159669  3.619546          1
## [1997,]       7.024747       55.803503  3.345910          1
## [1998,]      19.210991       67.712585  3.960282          1
## [1999,]      18.553478       60.162746  3.714096          1
## [2000,]      18.202916       41.064247  4.317186          1
## [2001,]      18.962014       79.958321  2.894651          1
## [2002,]      10.958306       83.662331  4.216315          1
## [2003,]      15.303433       67.901758  4.557029          1
## [2004,]      11.995239       55.029166  3.579984          1
## [2005,]      20.737664       68.314347  4.242242          1
## [2006,]      15.089339       63.624565  3.756100          1
## [2007,]      22.089402       24.532773  3.426266          1
## [2008,]      11.598646              NA  4.538109          1
## [2009,]      11.364751       95.898495  4.002082          1
## [2010,]      17.860101       66.737031  3.566298          1
## [2011,]      14.576057       72.872697  4.242460          1
## [2012,]      13.853116       39.532787  3.751589          1
## [2013,]       9.969136       64.070548  2.959685          1
## [2014,]      13.583036       64.436046  3.952594          1
## [2015,]       8.654765              NA  4.824826          1
## [2016,]      12.085026       52.339075  4.225608          1
## [2017,]      12.482482       56.794084  4.297881          1
## [2018,]      13.027921       78.582094  4.430750          1
## [2019,]      13.453872       33.439868  3.825937          1
## [2020,]      18.016266       99.061233  3.764100          1
## [2021,]      11.052838       64.472001  4.219226          1
## [2022,]      14.105554       52.331462  4.514175          1
## [2023,]      11.684648       61.629823  3.641490          1
## [2024,]      17.720300       90.064849  5.203461          1
## [2025,]      14.137120       32.438526  4.847262          1
## [2026,]      19.389337       79.971647  4.017061          1
## [2027,]      17.249616       59.630894  3.263465          1
## [2028,]      11.214908       47.532395  3.735173          1
## [2029,]      16.949811       48.416725  3.612260          1
## [2030,]       8.900409       62.134281  4.257805          1
## [2031,]      16.872395       55.905770  3.551568          1
## [2032,]      15.983632       69.943254  3.485536          1
## [2033,]      21.366387       54.127342  3.794055          1
## [2034,]      15.313243       80.931305  3.039019          1
## [2035,]      14.338248              NA  4.663870          1
## [2036,]      10.547398       63.299757  3.253200          1
## [2037,]      12.326184       83.399889  6.083772          1
## [2038,]      11.247507       52.951363  3.748747          1
## [2039,]      15.495284              NA  3.984309          1
## [2040,]      12.725010       79.420013  5.138056          1
## [2041,]      14.570932       40.287298  3.227941          1
## [2042,]      17.724396       57.596636  3.139940          1
## [2043,]      10.829045       83.243808  4.589513          1
## [2044,]      12.865366       78.468491  4.510595          1
## [2045,]      15.013793       86.671459  3.895572          1
## [2046,]      12.786595       78.262369  4.453443          1
## [2047,]      15.636850       63.514312  3.748443          1
## [2048,]      17.334052       38.368068  3.544752          1
## [2049,]      12.819741       51.374239  4.804829          1
## [2050,]      16.576200       78.122091  4.785637          1
## [2051,]      14.330886       70.856866  3.853048          0
## [2052,]       8.348506       51.457074  5.493181          0
## [2053,]      15.779233       93.446330  4.166105          0
## [2054,]      21.765170       35.781529  3.143431          0
## [2055,]      10.018238       53.347048  3.669057          0
## [2056,]      12.779885       56.793317  4.566254          0
## [2057,]      18.222195       73.217875  4.516933          0
## [2058,]      24.755392       70.728902  2.988621          0
## [2059,]      14.003396       55.183347  2.774961          0
## [2060,]      12.846819       89.192433  4.422183          0
## [2061,]      19.958236       81.746418  4.360950          0
## [2062,]      12.775773       44.675683  3.522454          0
## [2063,]      10.892953       61.561166  4.266923          0
## [2064,]      15.402961       44.788970  3.996339          0
## [2065,]      16.109678       76.543839  2.795840          0
## [2066,]      12.934160              NA  3.017985          0
## [2067,]      11.663073       31.778484  3.500971          0
## [2068,]      11.993516       66.257649  3.275008          0
## [2069,]      17.391282       38.732647  4.356931          0
## [2070,]      12.982491       49.051241  2.948657          0
## [2071,]      18.225492       61.274216  3.212124          0
## [2072,]      16.842334       55.019151  4.025644          0
## [2073,]      14.280607              NA  3.172091          0
## [2074,]      12.779230              NA  3.807721          0
## [2075,]      17.614799       73.001545  4.481552          0
## [2076,]      13.452538       72.859468  3.170994          0
## [2077,]      16.930868       69.736688  4.149553          0
## [2078,]      10.085050      107.585967  4.196726          0
## [2079,]      17.629541       93.070691  4.237560          0
## [2080,]      18.588534       58.313345  2.654594          0
## [2081,]      11.575215       52.424378  4.148343          0
## [2082,]      18.505372       77.157802  3.820021          0
## [2083,]       5.188466       67.622616  2.844633          0
## [2084,]      16.984961       68.906088  3.419239          0
## [2085,]      18.556177       68.648582  3.628460          0
## [2086,]      14.680844       77.322330  2.516769          0
## [2087,]       9.106873       64.228249  3.085835          0
## [2088,]      11.996365              NA  3.567181          0
## [2089,]      13.172902       52.673958  2.373438          0
## [2090,]      12.486192       73.184557  5.016321          0
## [2091,]      18.003679       72.575581  4.291001          0
## [2092,]       9.697257       77.199646  4.361486          0
## [2093,]      12.758777       70.371824  5.104188          0
## [2094,]      16.825739       74.629431  3.986882          0
## [2095,]      17.064897       86.631823  4.100697          0
## [2096,]      12.593848       55.301836  2.216730          0
## [2097,]      19.628177       81.496529  3.761288          0
## [2098,]      18.452310       63.062458  2.937686          0
## [2099,]      13.053340       94.826706  3.009289          0
## [2100,]      12.942291      112.061027  3.780259          0
## [2101,]      21.624718       91.007934  3.594991          0
## [2102,]      17.023531      100.440940  5.036334          0
## [2103,]      13.599564       62.502108  3.626136          0
## [2104,]      11.546324       46.081910  5.554667          0
## [2105,]      17.776053       46.002340  3.428096          0
## [2106,]      13.489424       65.307570  3.733140          0
## [2107,]      16.334776       68.697042  3.643687          0
## [2108,]       7.637198       75.201346  3.204796          0
## [2109,]      13.493983       58.861502  5.337987          0
## [2110,]      10.299787       87.652015  3.913602          0
## [2111,]      12.789958       69.577099  4.343060          0
## [2112,]      11.637607       79.473977  4.326394          0
## [2113,]      11.973577              NA  2.353338          0
## [2114,]      11.638475       58.661649  3.272286          0
## [2115,]      17.658652       82.417022  3.886603          0
## [2116,]      14.054691       68.976475  4.096841          0
## [2117,]      15.005737       70.050831  4.586448          0
## [2118,]      14.944675       79.463992  4.002129          0
## [2119,]      15.194724       42.289054  4.714163          0
## [2120,]      12.003832       75.641708  4.681366          0
## [2121,]      16.208928       70.852672  1.984615          0
## [2122,]      12.809956       15.684877  4.934986          0
## [2123,]      14.352031       59.860286  2.769164          0
## [2124,]      14.356101       71.444915  4.196429          0
## [2125,]      10.927590       51.220960  4.333667          0
## [2126,]      19.296765       31.007235  4.523558          0
## [2127,]      13.994461       68.020770  2.901535          0
## [2128,]      15.891079       66.087038  4.656317          0
## [2129,]      14.930982       46.780508  2.798158          0
## [2130,]      10.209153       70.495602  3.808913          0
## [2131,]      13.782579       76.273839  4.190484          0
## [2132,]      13.932293       50.748365  4.102719          0
## [2133,]      19.195322       73.657806  4.938389          0
## [2134,]       7.273399       88.790927  3.396185          0
## [2135,]      15.752252       69.195926  3.511985          0
## [2136,]      19.581926       80.084233  4.411058          0
## [2137,]      16.254483       67.680774  3.955917          0
## [2138,]      10.964183              NA  4.699483          0
## [2139,]       4.902888       72.084700  3.841163          0
## [2140,]      16.078500       89.093650  4.618165          0
## [2141,]      17.878956       67.104417  3.996581          0
## [2142,]      15.436185       65.205101  3.846607          0
## [2143,]      15.759417       35.710402  4.688955          0
## [2144,]      13.861775       77.015940  4.522432          0
## [2145,]      13.381575       80.686958  4.469431          0
## [2146,]      14.807893       61.963888  3.784121          0
## [2147,]      21.692974              NA  3.732170          0
## [2148,]      19.185921       35.786010  3.527565          0
## [2149,]      12.339004       46.259048  4.317531          0
## [2150,]      13.008180       86.185058  3.643379          0
## [2151,]       9.438369       57.851079  2.757857          0
## [2152,]      15.667044       83.691551  4.805641          0
## [2153,]       8.354867       69.001575  3.582882          0
## [2154,]      11.870382       52.247067  5.049464          0
## [2155,]      16.092975       68.799179  3.772078          0
## [2156,]      12.235175       45.950030  4.475148          0
## [2157,]       7.715740       67.333687  5.224655          0
## [2158,]      12.717352       75.398283  4.580372          0
## [2159,]      10.329558       65.180543  3.137280          0
## [2160,]       9.333898       38.542310  3.534126          0
## [2161,]       9.139903       63.765761  3.689241          0
## [2162,]       9.343334       46.638081  4.168242          0
## [2163,]       9.003647       60.725201  2.165682          0
## [2164,]      13.792034       77.872102  2.659978          0
## [2165,]      10.807557       59.912442  4.237698          0
## [2166,]      18.482185       87.697443  3.489939          0
## [2167,]      16.455404       64.688815  5.164945          0
## [2168,]      19.749408       74.295305  3.845423          0
## [2169,]      12.277989       51.628691  3.279006          0
## [2170,]      12.813028       51.095711  4.295738          0
## [2171,]      11.583353       73.946186  3.215740          0
## [2172,]      15.692771       86.378082  3.955154          0
## [2173,]      10.714241       60.255519  4.543685          0
## [2174,]      20.407809       70.340601  3.305588          0
## [2175,]      11.350768       44.574120  3.929178          0
## [2176,]      11.382543       81.235608  4.271581          0
## [2177,]      12.318942       70.203325  2.816075          0
## [2178,]      15.177534       68.003932  3.735983          0
## [2179,]      15.871770       68.911185  4.066229          0
## [2180,]      11.545477       56.715510  3.759326          0
## [2181,]      12.284334       54.473935  4.876273          0
## [2182,]      18.584959       77.730814  5.143750          0
## [2183,]      21.300647       90.394895  4.513201          0
## [2184,]      15.288782       37.787097  4.204186          0
## [2185,]      16.169212       78.925527  4.586748          0
## [2186,]      12.164736       89.477718  4.910911          0
## [2187,]      12.911509       69.526718  4.894830          0
## [2188,]      10.346574       72.573959  5.327585          0
## [2189,]      12.897635       57.780869  3.987012          0
## [2190,]      11.519669       83.277583  2.817258          0
## [2191,]      17.271656       70.135608  5.123872          0
## [2192,]       8.567580       58.062463  3.563610          0
## [2193,]      20.794371       70.346102  3.395332          0
## [2194,]      12.333237       75.114888  4.515322          0
## [2195,]      21.558863       70.547218  3.915991          0
## [2196,]      18.459890       59.700210  2.962433          0
## [2197,]      14.759257       41.275927  4.584566          0
## [2198,]      10.396796       74.326898  3.164188          0
## [2199,]      19.402149       40.290591  4.822958          0
## [2200,]      15.501543       34.246212  3.851154          0
## [2201,]       8.974388       59.708017  4.123239          0
## [2202,]      12.254262              NA  4.557707          0
## [2203,]      18.045432       91.851938  3.930291          0
## [2204,]      17.128023       84.798956  4.755158          0
## [2205,]      10.737800       59.512998  4.704866          0
## [2206,]      16.939374       62.695471  4.594761          0
## [2207,]      14.340818       42.800911  3.769832          0
## [2208,]      16.067376       77.810988  3.279888          0
## [2209,]      11.773964       62.855780  3.585737          0
## [2210,]      13.543180       46.169007  4.041580          0
## [2211,]       9.105813       65.327330  4.617533          0
## [2212,]       8.304288       73.153089  3.597760          0
## [2213,]      15.011893       65.199878  3.051608          0
## [2214,]      15.089083       52.791689  4.221306          0
## [2215,]      16.135732       60.393982  3.835332          0
## [2216,]      14.371148       77.928960  3.648744          0
## [2217,]      18.024005       76.159718  3.895104          0
## [2218,]      14.632401       75.434029  2.227371          0
## [2219,]      18.016991       66.188642  4.371806          0
## [2220,]      15.668908       35.365054  4.692218          0
## [2221,]      16.072774       45.633295  3.065508          0
## [2222,]      18.301574       49.342036  3.842625          0
## [2223,]      12.352311       41.032062  3.942709          0
## [2224,]      13.456484       60.923713  4.131933          0
## [2225,]       4.466772       65.954766  4.036720          0
## [2226,]      15.138653       48.384960  3.830884          0
## [2227,]      14.045191       97.627160  5.430350          0
## [2228,]      13.891834       85.758645  2.857687          0
## [2229,]      16.310146       78.019888  3.186823          0
## [2230,]      14.842673       69.006856  4.169924          0
## [2231,]      13.300688       65.318816  5.771715          0
## [2232,]      14.841182              NA  4.593764          0
## [2233,]      12.831113       91.092677  3.861684          0
## [2234,]      21.091602       51.939019  3.713110          0
## [2235,]      17.299740       89.077865  4.297995          0
## [2236,]      16.487323       48.589010  2.799441          0
## [2237,]      27.006707       59.937785  4.532020          0
## [2238,]      10.590137       81.957189  5.431837          0
## [2239,]      14.271722       74.644268  3.906526          0
## [2240,]      10.681349       52.415462  1.961475          0
## [2241,]      17.912652       71.151222  4.749424          0
## [2242,]      13.797578       51.415910  3.794033          0
## [2243,]      20.264678       78.900888  4.170658          0
## [2244,]      16.863668       73.017793  2.686069          0
## [2245,]       9.477756       92.892178  4.334122          0
## [2246,]      11.185554       76.067064  4.608319          0
## [2247,]      10.751904       63.758516  3.599625          0
## [2248,]      18.417954       65.448057  3.631107          0
## [2249,]      13.400389       73.058067  5.661984          0
## [2250,]      14.912109       49.356509  4.010809          0
## [2251,]      13.518052       77.979400  4.931460          0
## [2252,]      17.439493       86.856696  5.559985          0
## [2253,]      17.952822       60.068800  4.837268          0
## [2254,]      16.768604       41.995455  3.803909          0
## [2255,]      13.789985       78.620715  3.892667          0
## [2256,]      14.708603              NA  3.416625          0
## [2257,]      11.502316      112.412210  2.994259          0
## [2258,]      15.792574       55.366456  3.544537          0
## [2259,]      11.550620              NA  4.410729          0
## [2260,]      18.525207       57.238874  4.151890          0
## [2261,]      14.782837       93.440668  4.013477          0
## [2262,]      15.266331       86.680711  4.833508          0
## [2263,]      18.108365       66.133229  3.514097          0
## [2264,]      17.986255       58.986652  5.147055          0
## [2265,]      11.881668       53.659152  4.445907          0
## [2266,]       9.842433       77.241984  4.006632          0
## [2267,]      15.922648       77.315300  3.188805          0
## [2268,]       9.177842              NA  5.425795          0
## [2269,]      16.407803       60.182115  3.532936          0
## [2270,]      18.113485       40.401978  3.846830          0
## [2271,]       9.909315       59.167002  5.217131          0
## [2272,]      10.821321       55.190219  3.854772          0
## [2273,]      10.645164       64.209337  3.460998          0
## [2274,]      13.579349       68.152467  3.782728          0
## [2275,]      12.743570       66.899833  4.494460          0
## [2276,]      17.370262       37.835643  3.682780          0
## [2277,]      16.162941       46.100959  4.084660          0
## [2278,]      17.107160       86.067510  2.233894          0
## [2279,]      16.651415       68.313083  4.657695          0
## [2280,]      14.985649       83.536821  4.210678          0
## [2281,]      14.075787       66.367503  5.140449          0
## [2282,]      14.144772       86.950200  4.829754          0
## [2283,]      12.536626       75.343364  4.340987          0
## [2284,]      16.097627       54.591249  4.795407          0
## [2285,]      12.131600       74.126663  4.028042          0
## [2286,]      19.085484       87.801045  3.778302          0
## [2287,]       9.209972       48.937329  4.208923          0
## [2288,]      11.964914       81.386753  3.490002          0
## [2289,]      16.918916              NA  3.524414          0
## [2290,]      11.751718              NA  5.288487          0
## [2291,]       6.874315       54.648035  3.978747          0
## [2292,]      16.029989       72.301702  4.302016          0
## [2293,]      16.345685       79.369243  3.138971          0
## [2294,]      18.748201       82.186737  4.131912          0
## [2295,]      14.174063       76.317440  4.184874          0
## [2296,]       7.877739       93.302816  3.550311          0
## [2297,]       8.001415       36.007524  3.427066          0
## [2298,]      12.172053       57.356347  3.973576          0
## [2299,]      13.269004       66.076223  3.872027          0
## [2300,]      11.706095       94.775244  4.581477          0
## [2301,]      12.798187       76.413069  2.779902          1
## [2302,]      14.093402       56.801321  2.619421          1
## [2303,]       7.764144       55.876641  4.431829          1
## [2304,]      19.071935       72.871564  3.663775          1
## [2305,]      12.836710       55.404587  3.915382          1
## [2306,]      11.805625       35.433864  3.835306          1
## [2307,]       9.971476       94.984101  3.346057          1
## [2308,]      13.498665       62.954260  4.481261          1
## [2309,]      13.809874       85.381682  4.492387          1
## [2310,]      13.337748       68.850204  3.188477          1
## [2311,]      12.520933       68.872497  3.403798          1
## [2312,]      13.724087       52.860388  3.275581          1
## [2313,]       9.938445       50.159734  2.936611          1
## [2314,]      11.118073       72.290773  4.904367          1
## [2315,]      14.059708       75.822050  4.320101          1
## [2316,]      11.267398       68.192658  3.406210          1
## [2317,]      19.985555       61.120143  2.914057          1
## [2318,]      15.514119       64.444751  3.756397          1
## [2319,]      15.390304       43.882514  3.163936          1
## [2320,]      21.208477       71.920988  5.405567          1
## [2321,]      16.357375       71.627136  4.466936          1
## [2322,]      13.502580       53.696202  4.834023          1
## [2323,]       8.120979       48.259572  3.542528          1
## [2324,]      15.526043       63.008668  3.632607          1
## [2325,]      15.624310       68.370968  3.666824          1
## [2326,]      17.352586       67.407300  4.066157          1
## [2327,]      12.943634       76.824752  2.010729          1
## [2328,]      16.052838       28.682952  3.880576          1
## [2329,]      16.542239       64.826308  2.691610          1
## [2330,]      15.645130       73.885612  2.574192          1
## [2331,]      15.464582       60.046065  5.036017          1
## [2332,]       9.561964       57.773285  3.265854          1
## [2333,]      15.704323       48.299493  4.847520          1
## [2334,]       9.057549       48.029690  4.067414          1
## [2335,]       8.512225       54.915130  4.571406          1
## [2336,]      11.132150       69.260350  4.581395          1
## [2337,]      10.663801       87.993206  2.887023          1
## [2338,]      12.237608       46.069213  4.336648          1
## [2339,]      15.259598       53.671478  2.826112          1
## [2340,]      20.846445       69.437225  5.864498          1
## [2341,]      18.362218              NA  4.332640          1
## [2342,]      12.553094       60.627748  4.933468          1
## [2343,]      16.167186       68.082265  3.183864          1
## [2344,]      13.980891       85.943192  2.840097          1
## [2345,]      12.321633       52.631310  3.958609          1
## [2346,]      13.310224       70.048007  3.800553          1
## [2347,]      10.065225       76.513170  4.299543          1
## [2348,]      17.581557       50.266951  3.081736          1
## [2349,]       6.530429       68.100024  4.582157          1
## [2350,]      12.300193       55.706781  4.901038          1
## [2351,]      13.837352       71.512053  4.636729          1
## [2352,]      14.261369       57.952826  2.921797          1
## [2353,]      15.357290       59.990770  3.377451          1
## [2354,]      11.979157       18.015272  4.708269          1
## [2355,]      17.667366       36.058262  5.437429          1
## [2356,]       8.730149       49.895342  4.596347          1
## [2357,]      13.183432       68.904370  3.074815          1
## [2358,]      15.496329       72.545256  4.856444          1
## [2359,]      16.895725       61.725876  4.169661          1
## [2360,]      11.863370       49.598381  5.204044          1
## [2361,]      16.125741       80.058877  3.160818          1
## [2362,]      14.018056       58.841906  4.890416          1
## [2363,]      15.909471              NA  4.498069          1
## [2364,]      14.934850       48.018966  5.249070          1
## [2365,]      21.305197       76.039788  3.850135          1
## [2366,]      11.656913       70.161839  2.954093          1
## [2367,]      13.261538       66.229394  3.333243          1
## [2368,]      12.492179       41.696183  3.904063          1
## [2369,]      15.673883       53.955866  4.433286          1
## [2370,]      14.241965       31.705933  2.566049          1
## [2371,]      19.093599       81.393722  3.329504          1
## [2372,]      12.377083       75.112494  4.512332          1
## [2373,]      14.873626       56.464157  4.709403          1
## [2374,]      15.713149       67.049639  2.945672          1
## [2375,]      13.204220       77.880375  5.467936          1
## [2376,]      12.128377       59.789163  5.790838          1
## [2377,]      18.169921      124.000000  2.853767          1
## [2378,]      10.494609       83.118742  6.226580          1
## [2379,]      15.773825       35.338133  4.074408          1
## [2380,]      12.623104       85.241179  3.266029          1
## [2381,]      12.601122       80.625160  3.532438          1
## [2382,]      13.276638       84.551081  3.782517          1
## [2383,]      16.066561       82.860936  2.569468          1
## [2384,]      17.445656       77.598804  3.749921          1
## [2385,]      14.184036       54.559077  4.584319          1
## [2386,]      12.796347       81.103792  4.627464          1
## [2387,]      14.536852       76.157103  2.290411          1
## [2388,]       9.921623       82.660165  4.103534          1
## [2389,]      16.682025       70.470889  3.953335          1
## [2390,]      14.993740       82.861764  4.195539          1
## [2391,]      17.191646       42.864682  3.678957          1
## [2392,]      15.534904       61.151290  5.294159          1
## [2393,]      14.801684       62.535071  5.149542          1
## [2394,]      18.016760       72.428205  4.588758          1
## [2395,]      15.099588       62.971995  3.168031          1
## [2396,]      13.755926       35.057030  4.181254          1
## [2397,]      11.440747       85.051546  4.967976          1
## [2398,]      19.408144       79.555593  4.099169          1
## [2399,]      13.399392       75.934052  3.050198          1
## [2400,]      21.741144       80.012644  4.462046          1
## [2401,]      15.872221              NA  4.473976          1
## [2402,]      12.226676       69.289779  2.974871          1
## [2403,]      10.940975       24.914971  4.575874          1
## [2404,]      15.266615       68.926353  3.974972          1
## [2405,]      20.277571       85.840258  2.615257          1
## [2406,]      18.840383       89.914438  3.769504          1
## [2407,]      13.791245       46.662407  5.109312          1
## [2408,]      20.638076       70.795496  3.157560          1
## [2409,]      16.424227       58.157688  5.100552          1
## [2410,]      18.714478       77.447639  5.429782          1
## [2411,]      18.925674       72.649614  3.791373          1
## [2412,]      19.856184              NA  3.275725          1
## [2413,]      17.237871       62.522183  5.086699          1
## [2414,]      16.848512       47.003322  4.833027          1
## [2415,]       5.196717       55.466759  5.452362          1
## [2416,]      16.141286       79.705530  3.837926          1
## [2417,]      17.555578       53.341682  4.317554          1
## [2418,]      15.447842       51.188317  4.291669          1
## [2419,]      13.507232       63.273696  3.516238          1
## [2420,]      14.217373       91.614031  4.338056          1
## [2421,]      15.604460       45.492111  3.384649          1
## [2422,]      18.065015       36.152103  3.730793          1
## [2423,]      12.086675       44.980102  5.423767          1
## [2424,]       8.881999       78.419019  4.878944          1
## [2425,]      11.871900       79.765841  3.709509          1
## [2426,]      17.132369       59.871609  5.207683          1
## [2427,]      11.205533       57.313680  4.289237          1
## [2428,]       9.422745       55.459551  4.134943          1
## [2429,]      13.262439       47.112991  5.992325          1
## [2430,]      12.641968       55.701067  3.380360          1
## [2431,]      11.593431       46.504605  4.459394          1
## [2432,]      12.505601       83.916749  5.129528          1
## [2433,]      12.024866       63.642620  3.493054          1
## [2434,]      15.193704       88.785469  3.980920          1
## [2435,]      16.889098       96.899576  4.814917          1
## [2436,]      19.721288       53.719366  4.617093          1
## [2437,]      18.363573       80.124746  4.280793          1
## [2438,]      14.652334       80.340185  3.490173          1
## [2439,]      19.588327       48.118629  3.172375          1
## [2440,]      11.992772       79.860552  4.391731          1
## [2441,]       9.246908       34.249780  5.343285          1
## [2442,]      14.947676       43.576389  5.109935          1
## [2443,]      12.097920       71.338489  4.292042          1
## [2444,]      14.263396       64.959670  3.742256          1
## [2445,]      12.453160       59.804167  2.848371          1
## [2446,]      16.805990       41.607907  3.712682          1
## [2447,]      16.779566       51.052287  5.429266          1
## [2448,]       9.901730       70.269959  4.375599          1
## [2449,]      10.665030       63.727693  3.246794          1
## [2450,]      18.081003       63.363082  3.844231          1
## [2451,]      11.462825       80.921398  4.047381          1
## [2452,]      15.674210       69.551100  3.465331          1
## [2453,]      12.360292       65.750173  4.204699          1
## [2454,]      11.805005       61.696113  4.164773          1
## [2455,]      15.682821       91.860960  4.616089          1
## [2456,]      12.682869       83.567356  4.403877          1
## [2457,]      21.237899       65.704481  3.285187          1
## [2458,]      18.437835       69.466289  4.158249          1
## [2459,]      12.120956       42.218845  3.730185          1
## [2460,]      14.335395       62.654956  3.865296          1
## [2461,]      18.137805       68.753074  3.074799          0
## [2462,]      15.522773       84.403684  4.281313          0
## [2463,]      13.770783       59.872433  4.806017          0
## [2464,]      13.786737       97.241350  4.585322          0
## [2465,]      18.443031       42.815366  3.085179          0
## [2466,]      15.137781       68.608103  4.829323          0
## [2467,]      17.885877       75.939716  2.688643          0
## [2468,]      13.168299       40.052151  3.399945          0
## [2469,]      21.780373       80.488274  1.910117          0
## [2470,]      18.277277       78.929579  4.244173          0
## [2471,]       8.064296       70.190625  4.186726          0
## [2472,]      14.236013       74.638706  3.176433          0
## [2473,]      17.533954       55.030175  4.433257          0
## [2474,]      10.157139       79.310557  5.069983          0
## [2475,]      17.293732       67.252514  4.761701          0
## [2476,]      15.350873       62.896558  3.926599          0
## [2477,]      14.215817       82.066334  3.331787          0
## [2478,]      11.759852       62.348388  3.469561          0
## [2479,]      12.427395       55.732991  4.880512          0
## [2480,]      11.772464       67.297199  5.164260          0
## [2481,]      12.015868       63.698404  4.962329          0
## [2482,]      13.806406       85.679053  4.037939          0
## [2483,]      12.178520       34.194404  5.364172          0
## [2484,]      17.763343       79.747868  2.889578          0
## [2485,]      15.872474       67.976869  4.871406          0
## [2486,]      10.080116       69.904835  4.963535          0
## [2487,]       8.510883      100.232295  4.893657          0
## [2488,]      13.109898       58.801291  3.778023          0
## [2489,]      13.472758       89.412935  3.806093          0
## [2490,]      19.095664       50.663150  2.800428          0
## [2491,]      13.093262       25.061904  2.476674          0
## [2492,]      14.313987              NA  3.363403          0
## [2493,]      17.223237       83.871496  3.530941          0
## [2494,]      14.151538       74.831194  4.086176          0
## [2495,]      16.668446       65.542662  3.923766          0
## [2496,]      13.309723       46.853410  3.240419          0
## [2497,]      17.615229       54.217939  4.269753          0
## [2498,]      13.972014              NA  5.288777          0
## [2499,]      13.749363       43.744705  2.676594          0
## [2500,]      11.964072       63.925554  4.575578          0
## [2501,]      13.696893       64.205667  4.478070          0
## [2502,]      12.409910       48.560914  3.686074          0
## [2503,]      12.062534       72.595277  4.977324          0
## [2504,]      11.054093       47.183651  3.736380          0
## [2505,]      15.266726       56.989926  3.644107          0
## [2506,]      12.230908       68.836829  2.691485          0
## [2507,]      11.868480       51.875207  4.074387          0
## [2508,]      17.183180       40.916572  4.568843          0
## [2509,]      14.351341       84.798792  3.701895          0
## [2510,]      15.109191              NA  4.903914          0
## [2511,]      12.877960       68.750868  3.826063          0
## [2512,]      14.836624       42.168234  3.226035          0
## [2513,]      12.702489       72.102324  4.004161          0
## [2514,]      12.002323       76.021367  3.311808          0
## [2515,]      13.531264       96.944104  4.063276          0
## [2516,]      10.611556       70.069442  5.952325          0
## [2517,]      18.892393       80.346348  3.500849          0
## [2518,]      13.900089       52.892085  3.165391          0
## [2519,]      16.986365       82.440202  4.323990          0
## [2520,]      12.997823       69.867382  3.341369          0
## [2521,]      11.337489       69.425715  3.368533          0
## [2522,]      13.904710              NA  4.666295          0
## [2523,]      14.253308       40.974355  3.792777          0
## [2524,]       7.070771       76.383521  3.813436          0
## [2525,]      15.315515       48.973887  3.399048          0
## [2526,]      11.472016              NA  4.682391          0
## [2527,]       8.819491       76.373753  4.115321          0
## [2528,]      17.544485       54.798767  4.536181          0
## [2529,]      11.665995       60.281932  4.320684          0
## [2530,]      17.826838       38.337345  4.342738          0
## [2531,]      21.233978       68.163642  4.129985          0
## [2532,]      10.776321       69.114593  3.436986          0
## [2533,]      10.454029       73.779007  3.461350          0
## [2534,]      13.557381       60.571241  4.145807          0
## [2535,]      15.564637       81.421514  3.109696          0
## [2536,]      17.333153       68.183227  2.847875          0
## [2537,]      18.627126       82.955872  3.182805          0
## [2538,]      11.230408       71.821281  3.668220          0
## [2539,]      16.812767       94.356954  5.375902          0
## [2540,]      14.458591       70.000219  3.571863          0
## [2541,]      14.741240       64.183725  3.741067          0
## [2542,]      13.626624       75.952337  4.732954          0
## [2543,]      13.254689       61.057778  5.080498          0
## [2544,]      13.792535       54.463525  3.336582          0
## [2545,]      11.383954       75.219338  4.780616          0
## [2546,]      12.640414       46.854524  3.151768          0
## [2547,]       8.923594       68.316612  3.465638          0
## [2548,]      15.632268       72.457385  4.571824          0
## [2549,]      14.105872       84.740568  4.408560          0
## [2550,]      12.495189       79.295423  4.569760          0
## [2551,]      14.537850       62.246358  3.729873          0
## [2552,]      15.186342       50.837013  4.880120          0
## [2553,]      14.897001              NA  3.506503          0
## [2554,]      14.254682       68.763418  3.572519          0
## [2555,]      13.984156       60.159730  6.099632          0
## [2556,]       8.623795      102.246447  5.375157          0
## [2557,]      17.213676       64.975961  3.712473          0
## [2558,]      12.611736       80.186071  4.596924          0
## [2559,]      17.459888       46.953271  3.848307          0
## [2560,]      13.300024       52.162419  3.728785          0
## [2561,]      21.319607       60.126344  3.117918          0
## [2562,]      12.423380       73.914026  4.914809          0
## [2563,]      21.157991       40.096696  3.673136          0
## [2564,]      15.220967       43.360494  4.744007          0
## [2565,]      15.018138       44.887598  5.075214          0
## [2566,]       8.010420       79.085532  4.065148          0
## [2567,]      12.996761       42.989849  4.591997          0
## [2568,]      14.066057       77.185792  3.750447          0
## [2569,]      15.896958       57.196827  2.590635          0
## [2570,]      13.054030       66.553465  3.424250          0
## [2571,]      13.924732       63.802302  4.117288          0
## [2572,]      12.739818       85.027034  5.075520          0
## [2573,]      15.587206       55.835966  4.639387          0
## [2574,]       8.320276       53.775592  4.408812          0
## [2575,]      16.352220              NA  4.454641          0
## [2576,]      16.173730       68.246945  2.988611          0
## [2577,]      13.373369       65.909057  3.935514          0
## [2578,]      15.465256       70.105844  4.399902          0
## [2579,]       8.077156       49.270115  3.167712          0
## [2580,]      16.586205       81.712849  4.958937          0
## [2581,]      12.415430       54.095581  4.903632          0
## [2582,]      19.156261       58.265305  4.038984          0
## [2583,]      14.298579       46.113763  4.734874          0
## [2584,]      14.013542       85.215095  4.799013          0
## [2585,]      17.744096       77.817804  3.946621          0
## [2586,]      18.736380       24.734227  4.363336          0
## [2587,]      15.804451       64.486384  5.749586          0
## [2588,]      14.357648              NA  3.344285          0
## [2589,]      10.107462       55.286671  3.664463          0
## [2590,]      18.524320       67.226340  3.748741          0
## [2591,]      11.138459       71.704595  3.887362          0
## [2592,]      15.011414       69.805133  3.666870          0
## [2593,]      15.430847       64.564143  3.440300          0
## [2594,]      12.769070       82.826282  5.114129          0
## [2595,]      11.882861       45.706793  2.987672          0
## [2596,]      14.175317       69.949675  5.044306          0
## [2597,]      11.549877       56.499207  4.725347          0
## [2598,]      13.939425       73.990539  3.932210          0
## [2599,]       8.802847              NA  4.384868          0
## [2600,]       6.747761       83.186751  3.674225          0
## [2601,]      19.072827       61.560328  4.129301          0
## [2602,]      23.667667       73.233466  3.749009          0
## [2603,]      17.246698       82.197233  3.860807          0
## [2604,]      17.301617       64.070236  4.573968          0
## [2605,]      15.823074       70.758190  4.697041          0
## [2606,]      14.554220       60.612230  4.400706          0
## [2607,]       7.848313       70.977001  4.327356          0
## [2608,]      18.459408       60.993590  5.040461          0
## [2609,]      10.451629       84.178845  3.558445          0
## [2610,]      10.972150       63.293296  5.956753          0
## [2611,]      13.490788       65.366392  4.161586          0
## [2612,]      12.531684       44.887843  4.523106          0
## [2613,]      16.864722       81.526123  4.290435          0
## [2614,]      15.154628       81.746095  4.169005          0
## [2615,]      15.184509       80.231172  3.830577          0
## [2616,]      11.435980       28.993636  4.113536          0
## [2617,]       9.223072       69.703026  4.252220          0
## [2618,]      15.930051       83.262529  4.321856          0
## [2619,]      16.642815       62.647091  4.659395          0
## [2620,]      15.772438       97.199077  4.432271          0
## [2621,]      16.666613       69.580253  5.192117          0
## [2622,]      19.749079       61.790980  2.747333          0
## [2623,]      13.715504       42.078122  4.522599          0
## [2624,]      15.363599       70.823244  3.730899          0
## [2625,]      11.690091       57.049690  3.581037          0
## [2626,]      12.054439       51.892500  4.781323          0
## [2627,]      13.114965       60.162148  2.930365          0
## [2628,]      15.421034       36.446614  2.994780          0
## [2629,]      16.295837       44.288552  2.860993          0
## [2630,]      13.361778       52.952904  3.513255          0
## [2631,]      21.564489       93.740334  5.215590          0
## [2632,]      18.406139       54.852123  3.281921          0
## [2633,]      12.871599       78.732055  4.635243          0
## [2634,]      14.601443              NA  4.594919          0
## [2635,]      11.927552       78.576441  3.803724          0
## [2636,]      12.376686       89.904950  3.744204          0
## [2637,]       8.069436       63.664949  4.138994          0
## [2638,]       8.954520       72.620280  5.148138          0
## [2639,]       8.716667       56.188852  4.356279          0
## [2640,]      14.861377      103.322855  3.688298          0
## [2641,]      12.908755       91.856527  4.598787          0
## [2642,]      13.672647       54.492469  4.122850          0
## [2643,]      11.457624       61.110529  3.904270          0
## [2644,]      17.766397       53.541191  3.358061          0
## [2645,]      11.971417       62.004563  4.401152          0
## [2646,]      21.977158       33.279298  4.636739          0
## [2647,]      14.063370       64.368593  4.256415          0
## [2648,]      15.952680       67.878497  5.587396          0
## [2649,]      15.793392       68.797443  3.504751          0
## [2650,]      12.201950       65.909850  4.085055          0
## [2651,]      13.492536       82.753278  4.519210          0
## [2652,]      11.875184       56.029098  3.830699          0
## [2653,]      14.383585       70.072700  3.392657          0
## [2654,]      12.307109       88.892555  5.056379          0
## [2655,]      11.438175       77.508193  3.721426          0
## [2656,]      10.603280       94.949108  3.676246          0
## [2657,]      14.423404       56.460386  2.499832          0
## [2658,]      11.590707       91.680931  4.778808          0
## [2659,]      13.808923       70.714225  4.952508          0
## [2660,]      13.831877       73.824556  3.616701          0
## [2661,]      15.410764              NA  2.692389          0
## [2662,]      15.375616       32.681851  2.402337          0
## [2663,]      18.179149       70.312696  2.847844          0
## [2664,]       7.897724       54.913943  4.392257          0
## [2665,]      12.537466       61.581378  2.642004          0
## [2666,]      18.704279       59.730438  3.762682          0
## [2667,]      15.703707       54.013112  4.284387          0
## [2668,]      19.742815       58.658530  1.872573          0
## [2669,]      15.318048       75.376408  5.541322          0
## [2670,]      16.664900       48.357257  4.374797          0
## [2671,]      12.610799              NA  5.477700          0
## [2672,]      14.924058       41.121382  4.776536          0
## [2673,]      11.095878       66.820124  4.362034          0
## [2674,]      13.478150       60.058290  2.292574          0
## [2675,]      14.973970       47.012889  4.372333          0
## [2676,]       9.028359       78.933096  3.881794          0
## [2677,]      13.178069       80.604776  3.290106          0
## [2678,]      12.031863       69.292252  5.146443          0
## [2679,]      13.906082       95.382662  4.351335          0
## [2680,]      18.422985       68.474194  4.417194          0
## [2681,]       5.159380       55.528949  4.819970          0
## [2682,]       8.741258       76.310695  3.629218          0
## [2683,]      14.532854       66.037246  4.299732          0
## [2684,]      15.535979       87.083919  3.637895          0
## [2685,]      11.505803       60.773857  3.633761          0
## [2686,]      18.658886       53.303760  5.703963          0
## [2687,]      14.189856       82.054404  3.585431          0
## [2688,]      16.611458      104.373250  3.831540          0
## [2689,]      11.674318       48.358250  4.366861          0
## [2690,]      12.630182      108.265227  3.084216          0
## [2691,]      15.121055       55.507739  3.408300          0
## [2692,]      12.178788       66.864501  3.955091          0
## [2693,]      14.143989       69.016240  4.825179          0
## [2694,]      17.674565              NA  3.522486          0
## [2695,]       8.386407       49.658554  5.461473          0
## [2696,]      14.749090       58.356851  3.517153          0
## [2697,]      12.529680       60.435016  4.034041          0
## [2698,]      12.094513       74.718676  4.401413          0
## [2699,]      23.108016       76.094469  4.130972          0
## [2700,]      10.458874              NA  4.318516          0
## [2701,]      19.073996       75.903072  4.333402          0
## [2702,]      12.273073       75.256212  3.080866          0
## [2703,]       7.809445       77.879219  2.613532          0
## [2704,]      18.917584       51.485351  3.259749          0
## [2705,]      16.917901       60.436032  3.118039          0
## [2706,]      11.220817       67.646066  3.530574          0
## [2707,]      12.132425       65.499925  3.306393          0
## [2708,]      14.567819       57.822023  4.308570          0
## [2709,]      15.755402              NA  5.568265          0
## [2710,]      10.092087       46.629299  4.940015          1
## [2711,]      11.814852       86.308236  3.466264          1
## [2712,]      17.883592              NA  4.043711          1
## [2713,]      18.453951       46.345864  2.670977          1
## [2714,]      22.139958       51.534965  3.815228          1
## [2715,]      15.485378       69.670038  3.724824          1
## [2716,]      13.261143       74.193995  4.188928          1
## [2717,]      13.055894       58.768613  4.148223          1
## [2718,]      16.635476       61.073710  4.849755          1
## [2719,]      15.174664       60.077852  3.652003          1
## [2720,]      16.331421       92.643383  3.706266          1
## [2721,]      15.725467       57.683067  3.793329          1
## [2722,]      17.212455       85.114196  4.196558          1
## [2723,]      21.142053       44.149348  3.730370          1
## [2724,]      13.076007       64.230942  2.964181          1
## [2725,]      13.246995       33.380354  1.641515          1
## [2726,]      11.753046       51.559465  4.602027          1
## [2727,]      14.966532       53.144979  2.633891          1
## [2728,]      11.260914       69.047159  3.086500          1
## [2729,]      11.010545       99.996286  2.951961          1
## [2730,]      14.200557       75.555219  3.424761          1
## [2731,]      11.455203       57.150958  5.136780          1
## [2732,]      16.088648       75.671329  3.955847          1
## [2733,]      15.208691       75.575056  4.141552          1
## [2734,]      13.787264       87.839050  5.184442          1
## [2735,]      14.646685       77.373813  3.436967          1
## [2736,]      13.778226       49.900899  3.820866          1
## [2737,]      13.715804       55.989796  3.030108          1
## [2738,]       9.064445       68.827047  3.592496          1
## [2739,]      16.926175       62.557900  4.306581          1
## [2740,]      16.710056       33.563040  3.888177          1
## [2741,]      15.916605       47.935105  4.512068          1
## [2742,]      18.228749       57.365541  2.939213          1
## [2743,]      19.676169       23.075806  3.787476          1
## [2744,]      15.220021       61.799014  3.751324          1
## [2745,]      13.172721       60.457764  5.068470          1
## [2746,]      11.482187       59.998554  3.540384          1
## [2747,]      13.611408       36.335199  3.007138          1
## [2748,]      15.671203       61.364421  3.447111          1
## [2749,]      11.831691       68.387613  3.870681          1
## [2750,]      21.917377       58.839203  3.900211          1
## [2751,]      10.392937       59.659209  4.706775          1
## [2752,]      17.548425       74.402702  2.483643          1
## [2753,]      17.728389       69.508526  4.864866          1
## [2754,]      16.162059       84.931402  3.477245          1
## [2755,]      21.887088       91.066356  3.355765          1
## [2756,]      14.319384       39.497264  5.404818          1
## [2757,]      10.675518       54.081094  5.059362          1
## [2758,]      15.434513       74.992520  6.307678          1
## [2759,]      13.800071       58.219800  3.685593          1
## [2760,]      14.697845       41.753727  4.498818          1
## [2761,]      12.587048       49.585573  4.190311          1
## [2762,]      11.650393       47.640014  3.644388          1
## [2763,]      18.722860       64.390521  2.174898          1
## [2764,]      14.173906              NA  3.636495          1
## [2765,]      16.557177       74.435389  4.612536          1
## [2766,]      13.836280       70.206740  3.600220          1
## [2767,]      13.134917       69.590806  3.819947          1
## [2768,]      17.486815       32.920720  3.948304          1
## [2769,]      18.285882       74.512565  5.473663          1
## [2770,]      12.405913       73.217990  3.986460          1
## [2771,]      14.723055       62.634449  4.671448          1
## [2772,]      15.183646       63.416787  2.188702          1
## [2773,]      22.641598       61.578461  3.417076          1
## [2774,]      12.609077       55.617760  3.566435          1
## [2775,]      14.163607       53.313046  3.626990          1
## [2776,]      16.151600       45.647388  5.070254          1
## [2777,]      15.785509       86.128613  2.471786          1
## [2778,]      12.982476       81.159239  4.510578          1
## [2779,]      16.820615       59.183190  3.227849          1
## [2780,]      15.772334       52.033845  4.058626          1
## [2781,]      19.538635       46.861384  4.333689          1
## [2782,]      17.684655       72.343812  4.153783          1
## [2783,]      14.706810       67.844849  4.562198          1
## [2784,]      10.208344       52.248517  5.709690          1
## [2785,]       9.784777       86.695451  2.743890          1
## [2786,]      12.387633       53.150765  3.071350          1
## [2787,]      11.665297       80.698214  2.807130          1
## [2788,]      14.004449              NA  3.629250          1
## [2789,]      13.515236       85.345585  3.900421          1
## [2790,]      17.128155              NA  3.701288          1
## [2791,]      13.665328       87.131873  3.919827          1
## [2792,]      12.458830       65.399484  3.324113          1
## [2793,]       9.475981       79.852330  3.710958          1
## [2794,]      10.665799       51.552301  4.561220          1
## [2795,]      12.289238       39.978096  4.816304          1
## [2796,]      17.060491       70.293339  3.188641          1
## [2797,]      19.125825       65.639328  1.844372          1
## [2798,]       9.793010       89.919916  4.462408          1
## [2799,]      12.427378       83.762653  3.787426          1
## [2800,]       8.667720       39.804179  3.410511          1
## [2801,]      18.423634       67.009098  4.097360          1
## [2802,]      10.446590       52.289484  4.697153          1
## [2803,]      12.594197       51.625213  3.695615          1
## [2804,]      15.505992       64.624944  4.899611          1
## [2805,]      15.496887       68.608402  5.076147          1
## [2806,]      13.728883       69.268120  4.614370          1
## [2807,]      14.773005       85.680836  4.981834          1
## [2808,]      16.404805       46.139183  3.735204          1
## [2809,]      10.985422       76.126352  3.291943          1
## [2810,]      14.410778       74.984937  4.528575          1
## [2811,]      12.195094       77.523430  4.128525          1
## [2812,]      11.384858       71.153285  3.293848          1
## [2813,]       7.923398       79.697764  4.622736          1
## [2814,]      20.302337       61.520687  4.178960          1
## [2815,]      17.731523       58.354856  3.979297          1
## [2816,]       7.701010       63.293585  2.901432          1
## [2817,]      19.370328              NA  3.021574          1
## [2818,]      18.076938       70.793036  4.723231          1
## [2819,]       8.803475              NA  5.821826          1
## [2820,]      22.166321       87.399122  4.549917          1
## [2821,]      10.674582       51.876955  3.893327          1
## [2822,]      12.562615       51.353052  3.422110          1
## [2823,]      13.166416       68.890620  3.412853          1
## [2824,]      18.376802       45.306539  4.340149          1
## [2825,]      18.909035       67.963342  4.031496          1
## [2826,]      16.351912       68.910337  2.663921          1
## [2827,]       9.969701       82.492595  4.935240          1
## [2828,]       9.893655       52.157787  3.592912          1
## [2829,]      13.542213       77.227003  3.386363          1
## [2830,]      12.388549       62.743383  4.261504          1
## [2831,]      12.367109       57.530659  5.393476          1
## [2832,]      14.943585       84.254264  3.054045          1
## [2833,]      15.963752       52.950023  4.489545          1
## [2834,]      13.364677      103.380210  4.949257          1
## [2835,]      15.981068       62.320048  3.549608          1
## [2836,]      14.507013       68.233386  3.855636          1
## [2837,]      10.983344       76.645734  4.270973          1
## [2838,]      15.954655       64.363793  3.920607          1
## [2839,]      20.314691       60.521593  4.350207          1
## [2840,]      14.154955       50.655001  4.763579          1
## [2841,]      13.942812       69.394418  3.160917          1
## [2842,]      14.994662       55.893916  2.939593          1
## [2843,]      11.398007       81.288382  2.091787          1
## [2844,]       7.025536       78.502271  2.998066          1
## [2845,]      16.618053       69.412284  3.969740          1
## [2846,]       5.980339       57.203089  3.210753          1
## [2847,]      11.878370       79.394008  3.966259          1
## [2848,]      16.340159       72.093610  3.125609          1
## [2849,]      20.130483       66.735044  2.904453          1
## [2850,]      14.245091       71.983851  4.477351          1
## [2851,]      13.939193       84.315400  3.789196          1
## [2852,]      12.425426       69.990128  3.673088          1
## [2853,]      17.958968       78.587538  3.537041          1
## [2854,]      11.103467       63.826010  4.063826          1
## [2855,]      11.775110       58.176255  4.473887          1
## [2856,]       6.134210       46.655429  4.991675          1
## [2857,]      17.847827      101.466825  3.078479          1
## [2858,]      13.904652       77.532042  4.113585          1
## [2859,]      10.269402       61.159327  3.406563          1
## [2860,]      14.955890       67.169816  3.755660          1
## [2861,]      16.948292       75.886160  4.010235          1
## [2862,]      12.032377       68.599830  4.642719          1
## [2863,]      10.827840       52.112707  4.179450          1
## [2864,]      11.565242       78.878604  4.448671          1
## [2865,]      22.045457       61.514342  3.976873          1
## [2866,]      10.974207       65.782453  4.771444          1
## [2867,]       9.702581       64.361116  4.789052          1
## [2868,]      18.952797       92.347375  3.908075          1
## [2869,]      15.142667       74.448559  3.529191          0
## [2870,]      19.103152       52.577451  2.209092          0
## [2871,]      14.447961       90.224844  4.410674          0
## [2872,]      12.534560       48.463588  3.530623          0
## [2873,]      18.863094       69.626325  5.222077          0
## [2874,]      11.835535       49.679696  4.464244          0
## [2875,]      17.528839      101.851393  4.133696          0
## [2876,]       8.567973       70.765532  3.214286          0
## [2877,]      17.346504       85.292925  3.112317          0
## [2878,]       8.517762       64.831248  3.652264          0
## [2879,]      17.152945       43.385914  4.078277          0
## [2880,]      22.823293       76.469426  4.479628          0
## [2881,]      19.126695       61.520018  3.167583          0
## [2882,]      11.776193       55.816510  3.838721          0
## [2883,]      13.975826       54.637705  3.503819          0
## [2884,]       9.320040       51.545335  3.898671          0
## [2885,]      14.713229       83.627824  2.408049          0
## [2886,]      14.807579      101.248253  3.962525          0
## [2887,]      21.118938       55.932324  4.128746          0
## [2888,]      17.811900       66.779338  4.210975          0
## [2889,]      15.331166       75.687401  4.141342          0
## [2890,]      16.741463       74.251544  4.728494          0
## [2891,]      14.504058       58.514082  4.445946          0
## [2892,]       8.662215       85.157127  4.986069          0
## [2893,]      12.350038       73.809577  3.185083          0
## [2894,]      18.875941       76.982658  5.016188          0
## [2895,]      16.876927       58.974053  4.606058          0
## [2896,]      17.192564       85.883523  2.531075          0
## [2897,]      18.443786       66.242699  3.776100          0
## [2898,]      12.704827       66.777600  4.622668          0
## [2899,]      13.114365       40.612909  4.266869          0
## [2900,]      12.033344       61.141119  4.948443          0
## [2901,]      14.351241       70.052720  4.275288          0
## [2902,]      15.786497              NA  4.345013          0
## [2903,]       9.250628       47.388740  4.216454          0
## [2904,]      16.036914       67.264669  3.527893          0
## [2905,]      11.319488       78.898515  4.374333          0
## [2906,]      11.186939       72.566400  3.708526          0
## [2907,]      20.421472       87.052576  3.470812          0
## [2908,]      13.372625       58.095555  4.280669          0
## [2909,]      14.669448       78.801371  4.742163          0
## [2910,]      13.879724       95.553055  3.413573          0
## [2911,]      18.659304       76.032739  3.306129          0
## [2912,]      14.359365       78.306886  4.343041          0
## [2913,]      16.963982       73.224833  4.094605          0
## [2914,]      19.394335       61.785679  4.582982          0
## [2915,]      10.256036              NA  3.673240          0
## [2916,]      14.908558       67.644484  3.643816          0
## [2917,]      14.728773       62.601685  4.370777          0
## [2918,]      15.188557       40.142705  3.727813          0
## [2919,]      12.896953       85.358049  3.924967          0
## [2920,]      15.671717       66.597336  3.688456          0
## [2921,]      13.798655       32.667078  4.370031          0
## [2922,]      17.209367       65.333241  6.494749          0
## [2923,]      17.618658       48.475982  4.731195          0
## [2924,]      17.896128       55.022407  4.599324          0
## [2925,]      16.276592       47.931639  4.254477          0
## [2926,]      17.529526       38.431200  5.107236          0
## [2927,]      12.118475       76.347994  5.468591          0
## [2928,]      15.098571       62.999999  3.580523          0
## [2929,]      21.145954              NA  2.533996          0
## [2930,]      16.961944       64.265787  3.644410          0
## [2931,]      14.967733       59.193176  3.024571          0
## [2932,]      17.411747       72.720573  3.403423          0
## [2933,]      11.309210       69.238445  3.678588          0
## [2934,]      19.950054              NA  3.027946          0
## [2935,]       8.006966       66.934782  3.868926          0
## [2936,]      13.284691       98.965389  3.589866          0
## [2937,]      17.551382       71.111182  3.761633          0
## [2938,]      15.847849       46.643589  4.599573          0
## [2939,]      14.982646       41.586606  4.421528          0
## [2940,]      13.663607       75.266064  4.173083          0
## [2941,]      19.945280       59.834541  4.092966          0
## [2942,]      16.133203       66.654193  3.732856          0
## [2943,]       8.524864       68.940193  3.430699          0
## [2944,]      17.472109       42.814570  3.634970          0
## [2945,]      10.888639       58.473804  3.571623          0
## [2946,]      19.321722       82.350013  3.132253          0
## [2947,]      15.047019       51.294792  4.819064          0
## [2948,]      20.179029       67.019903  4.886634          0
## [2949,]      15.219355       81.555597  3.292071          0
## [2950,]      12.066182       14.343161  5.045620          0
## [2951,]      14.243421       60.269180  4.902735          0
## [2952,]      16.692946       46.501658  3.665323          0
## [2953,]      12.388244              NA  5.185642          0
## [2954,]      16.356320       53.841797  4.486403          0
## [2955,]      10.630769       85.157983  3.885386          0
## [2956,]      13.460449       67.059118  4.775121          0
## [2957,]      13.564150       79.316585  4.123622          0
## [2958,]      11.274065       67.528288  3.074134          0
## [2959,]      11.215654       38.041516  2.840893          0
## [2960,]      14.859198       62.016383  3.515672          0
## [2961,]      16.166931       88.727373  3.931307          0
## [2962,]      16.293229       84.892418  4.825702          0
## [2963,]      14.926751       82.590152  2.649424          0
## [2964,]      17.942185       79.008272  4.484186          0
## [2965,]      17.130158       61.428791  4.365170          0
## [2966,]       9.069161       67.906813  3.322890          0
## [2967,]      15.882252       53.279042  5.761580          0
## [2968,]      16.403175       63.257907  3.978933          0
## [2969,]      16.274051       60.618754  3.742293          0
## [2970,]      12.568721       60.192351  3.912289          0
## [2971,]      14.977233       60.690580  3.894989          0
## [2972,]      16.274857       82.595223  4.371167          0
## [2973,]      14.876694       78.974227  3.891124          0
## [2974,]      15.821346      104.230949  2.804480          0
## [2975,]      15.260510       80.795985  3.694482          0
## [2976,]      20.471817       50.141602  3.488675          0
## [2977,]      15.684362       44.040382  3.737883          0
## [2978,]       9.305733       71.342132  4.417134          0
## [2979,]      11.316645       59.353221  3.170543          0
## [2980,]      16.836786       89.338649  2.884819          0
## [2981,]      19.136379       53.661823  3.849383          0
## [2982,]      13.111402       77.232127  3.854994          0
## [2983,]      16.319105       85.693649  4.143451          0
## [2984,]      16.140317       66.746781  4.032150          0
## [2985,]      14.943699       47.185566  4.444376          0
## [2986,]      10.575690       63.235365  3.228379          0
## [2987,]      19.273561       58.903698  4.768660          0
## [2988,]      10.342146       47.095506  4.943032          0
## [2989,]      19.812484       55.397564  4.425378          0
## [2990,]      10.140068       67.456180  4.480109          0
## [2991,]      13.943183              NA  3.096164          0
## [2992,]      15.005742       38.845958  4.464457          0
## [2993,]      15.664786       81.080826  4.762872          0
## [2994,]      15.530123       54.574254  4.248075          0
## [2995,]      22.618411       81.265816  4.965739          0
## [2996,]      14.183025       65.881271  3.852732          0
## [2997,]      19.637893       70.059835  4.858165          0
## [2998,]      13.844331       52.057381  2.673441          0
## [2999,]      12.860514       64.178494  3.025707          0
## [3000,]      14.040787              NA  4.322116          0
## [3001,]      16.495092       75.041914  4.897957          0
## [3002,]      16.030180       29.850948  4.067049          0
## [3003,]      16.460634       90.944944  4.227766          0
## [3004,]      16.472045       95.045658  4.048113          0
## [3005,]      10.877062       67.181341  4.062907          0
## [3006,]      14.650190       70.368049  3.716664          0
## [3007,]      14.321874       75.408754  4.226950          0
## [3008,]      10.845264       35.582992  3.732339          0
## [3009,]      17.364706       57.962637  4.033733          0
## [3010,]      13.068242       37.353080  4.666917          0
## [3011,]      10.817158      111.115310  4.751859          0
## [3012,]      14.643306       71.321372  3.616498          0
## [3013,]      14.544948       51.491197  3.629252          0
## [3014,]      10.766349       85.267182  4.592538          0
## [3015,]       7.702328       77.712891  4.928840          0
## [3016,]      10.351298       55.715660  2.627862          0
## [3017,]      12.503661       91.270792  3.146483          0
## [3018,]       9.674083       68.073928  5.005193          0
## [3019,]      14.915325       58.879467  4.008443          0
## [3020,]      12.434716       43.827119  3.615151          0
## [3021,]      21.632385       61.801804  3.472067          0
## [3022,]      14.116324       56.193061  5.063109          0
## [3023,]      14.219303       77.605726  3.954964          0
## [3024,]      13.452179       55.642363  3.311034          0
## [3025,]      13.400760       66.223591  3.698317          0
## [3026,]      17.622595       42.292766  3.787033          0
## [3027,]      14.656725       49.515175  3.266410          0
## [3028,]      13.748302       52.475868  3.532322          0
## [3029,]      14.081981       81.740225  3.357484          0
## [3030,]      13.866073       94.728129  4.764708          0
## [3031,]      11.100407       43.625910  3.017796          0
## [3032,]      13.997466       42.290535  4.903870          0
## [3033,]      19.113382       52.281104  3.645785          0
## [3034,]       8.582461       49.382684  4.763058          0
## [3035,]      17.880332       54.111785  1.899683          0
## [3036,]      17.580726        0.738000  4.219576          0
## [3037,]      17.889569       52.909071  4.575331          0
## [3038,]      13.143444       62.337976  3.947138          0
## [3039,]      20.558672       77.123457  3.445028          0
## [3040,]      12.167905       79.937846  5.037492          0
## [3041,]      15.881382       52.765049  3.844020          0
## [3042,]      13.911879       78.190897  3.413647          0
## [3043,]      14.261743       77.142104  1.450000          0
## [3044,]      14.467501       47.050155  4.397386          0
## [3045,]      12.848965       63.154905  2.750696          0
## [3046,]      16.364724       76.631186  3.992957          0
## [3047,]      13.475158       78.325227  3.623298          0
## [3048,]      10.728669       61.129517  3.126956          0
## [3049,]      13.054672       82.101000  3.870339          0
## [3050,]      10.951138       34.537409  5.538201          0
## [3051,]      16.806347       53.134170  4.221266          0
## [3052,]      15.430418       60.606603  5.758676          0
## [3053,]      17.404754       75.336207  3.685976          0
## [3054,]      16.136766       53.677449  3.504265          0
## [3055,]      10.178500       84.723107  4.299503          0
## [3056,]      16.402773       79.163456  3.092940          0
## [3057,]      19.863354       85.702564  5.381746          0
## [3058,]      10.289288       66.890747  4.752452          0
## [3059,]      17.337091              NA  4.753358          0
## [3060,]      16.301765       90.075909  3.550717          0
## [3061,]      18.857141       74.293779  3.500167          0
## [3062,]      11.186739       86.957464  4.409414          0
## [3063,]      15.653299              NA  3.832479          0
## [3064,]      11.316601       57.181588  3.427251          0
## [3065,]      11.332518       41.703766  3.882004          0
## [3066,]      18.085385       61.016455  4.647782          0
## [3067,]      17.353545       59.004349  4.962900          0
## [3068,]      10.717588              NA  3.878664          0
## [3069,]      16.932911       78.439251  3.439476          0
## [3070,]      23.042376       45.253715  3.108674          0
## [3071,]      15.252780      104.682553  3.860348          0
## [3072,]      15.103624       89.178485  4.112598          0
## [3073,]      15.566655       56.608679  2.545631          0
## [3074,]      16.149315       81.503470  3.972256          0
## [3075,]      14.351624       74.326204  3.946228          0
## [3076,]      17.747037       53.631504  4.244514          0
## [3077,]      14.171164       60.531270  4.295189          0
## [3078,]      15.284291       61.258046  4.786330          0
## [3079,]      12.091189       69.736231  2.277359          0
## [3080,]      10.745154       50.747474  3.216414          0
## [3081,]      11.470226       53.508043  4.756446          0
## [3082,]      14.908725       57.164556  3.590841          0
## [3083,]      14.882428       70.778408  4.552571          0
## [3084,]       7.491362       72.879848  5.100240          0
## [3085,]      19.382739       78.160133  2.439140          0
## [3086,]      10.603467       62.852749  3.507228          0
## [3087,]      12.215588       63.904256  3.351767          0
## [3088,]      16.600777       77.293940  4.814235          0
## [3089,]      14.286493       56.347830  3.842109          0
## [3090,]      12.365538       45.822004  4.179198          0
## [3091,]      15.216930              NA  3.487407          0
## [3092,]      16.022780       58.524667  3.198344          0
## [3093,]      16.005022       65.023960  4.282315          0
## [3094,]      16.636174       71.309022  3.024557          0
## [3095,]      11.498237       78.733441  3.923093          0
## [3096,]      15.164134       68.847544  4.255980          0
## [3097,]      14.243374       75.375743  3.632644          0
## [3098,]      12.850506       75.028793  4.810537          0
## [3099,]      14.062956              NA  5.708112          0
## [3100,]      11.054578       61.933779  4.915733          0
## [3101,]      16.409364       59.954815  5.002361          0
## [3102,]      17.801565      107.306343  4.454964          0
## [3103,]      12.844366      111.595448  4.048202          0
## [3104,]      12.651854       72.273590  3.914544          0
## [3105,]      16.857459       58.177867  3.640944          0
## [3106,]      13.353259       72.974051  3.686395          0
## [3107,]      19.247141       81.571554  5.564902          0
## [3108,]      14.029673       52.760961  3.300192          0
## [3109,]      16.282371       77.152173  5.166903          0
## [3110,]      18.027160       64.362608  4.480771          0
## [3111,]      16.657294       58.360125  3.543696          0
## [3112,]      12.601801       60.237073  4.673548          0
## [3113,]      13.432557       47.945936  3.622379          0
## [3114,]      15.033557       92.697369  3.821456          0
## [3115,]      19.882917       36.179003  3.226349          0
## [3116,]      18.186801       86.528627  3.860084          0
## [3117,]      14.423614       72.837370  3.045612          0
## [3118,]      11.199191              NA  4.364426          1
## [3119,]      17.400426       72.917305  3.824734          1
## [3120,]       9.515292       77.297300  4.921196          1
## [3121,]      12.814836       43.592301  3.950530          1
## [3122,]      20.811342       98.367825  3.765694          1
## [3123,]      18.993663       67.400673  3.691947          1
## [3124,]       8.772738       69.723912  3.399726          1
## [3125,]      17.794741       60.343891  4.683335          1
## [3126,]       7.655381       59.000666  3.383049          1
## [3127,]      15.101533       79.780467  4.903553          1
## [3128,]      13.190818       82.785352  3.757799          1
## [3129,]      14.326638       52.388849  3.455045          1
## [3130,]      14.150363       97.030457  3.958543          1
## [3131,]      14.322019       65.076610  4.362792          1
## [3132,]      18.148595       81.551610  2.593834          1
## [3133,]      10.226470       50.214011  4.684853          1
## [3134,]      12.622032       44.750359  4.401635          1
## [3135,]      15.303755       71.478501  3.631543          1
## [3136,]      14.611600       66.608891  4.710256          1
## [3137,]      14.996029       62.152315  3.813556          1
## [3138,]      13.285838       83.184414  3.453126          1
## [3139,]      10.689365       43.953313  3.644279          1
## [3140,]       8.271882       67.598158  4.366242          1
## [3141,]       5.426650              NA  3.522586          1
## [3142,]      19.095091       82.244095  3.400988          1
## [3143,]       9.714220       51.697894  5.370458          1
## [3144,]       9.641442       60.940028  5.159002          1
## [3145,]      18.469528       46.046287  4.238535          1
## [3146,]      12.066808       56.437485  3.961942          1
## [3147,]      13.503197       62.230134  4.239221          1
## [3148,]      10.846787       43.420195  3.932142          1
## [3149,]      14.685851       72.638303  4.291355          1
## [3150,]      14.672927       62.023630  3.675807          1
## [3151,]      11.651929       70.637648  5.292950          1
## [3152,]      14.531245       77.668020  4.024521          1
## [3153,]      13.182501       67.099969  3.078673          1
## [3154,]      13.664485       70.368364  4.678745          1
## [3155,]      18.904399       85.799759  3.886882          1
## [3156,]      12.481552       65.867189  3.914512          1
## [3157,]      13.791337       71.799129  2.604708          1
## [3158,]       8.997226       44.615660  4.277241          1
## [3159,]      11.521597       55.493882  4.605238          1
## [3160,]      11.292575       67.354769  3.227360          1
## [3161,]      14.520904       63.945270  2.922195          1
## [3162,]      11.093811       99.775078  4.090264          1
## [3163,]      12.704887      101.615346  4.551724          1
## [3164,]      19.349982       63.105234  3.749818          1
## [3165,]      13.951753       39.572407  4.294252          1
## [3166,]      15.645998      108.213981  4.380797          1
## [3167,]       9.536537       57.949476  1.801327          1
## [3168,]      15.651888       73.400578  3.142084          1
## [3169,]      11.679676       88.345940  4.153990          1
## [3170,]      23.604298       77.030487  3.836823          1
## [3171,]      15.804449       70.600683  3.081799          1
## [3172,]      18.107842       58.181707  4.196421          1
## [3173,]      18.060298       57.401337  4.370404          1
## [3174,]      13.351652       73.601918  3.769700          1
## [3175,]      12.176678              NA  3.758180          1
## [3176,]      19.461464       80.693568  3.392666          1
## [3177,]      12.947376       53.950269  4.614400          1
## [3178,]       7.665923       66.700476  3.365397          1
## [3179,]      14.029285       57.852507  3.799473          1
## [3180,]      12.312032       67.426955  4.016410          1
## [3181,]      13.001229       72.803734  4.096620          1
## [3182,]      12.243252       65.179927  3.154701          1
## [3183,]      16.712367       45.660418  3.053983          1
## [3184,]      12.683767       58.252613  4.998203          1
## [3185,]      13.652653      114.034946  4.274661          1
## [3186,]      10.059523              NA  2.817780          1
## [3187,]      14.271247       77.854499  2.695800          1
## [3188,]      19.839907       75.199482  1.922377          1
## [3189,]      12.838813       37.764798  3.775015          1
## [3190,]       8.445127       27.663174  3.599756          1
## [3191,]      14.225917       98.625457  3.661882          1
## [3192,]      16.176686       91.708813  4.246202          1
## [3193,]      13.034638       78.075923  4.710936          1
## [3194,]      13.220295       52.956632  3.444442          1
## [3195,]      10.257515       71.780949  3.027371          1
## [3196,]      15.124286       72.928421  5.738991          1
## [3197,]      15.512059      102.695868  3.969318          1
## [3198,]      15.307746       66.661479  5.680347          1
## [3199,]      12.049131       43.280476  4.305514          1
## [3200,]      11.046946       81.757851  3.993126          1
## [3201,]      14.781584       74.127793  2.883145          1
## [3202,]      18.813080       61.214979  3.327472          1
## [3203,]      12.503203       66.421884  4.118973          1
## [3204,]      14.538446       64.132426  4.259719          1
## [3205,]      15.279583       62.668356  4.279871          1
## [3206,]      13.140440       64.783954  3.449829          1
## [3207,]      16.620933       64.038260  5.457892          1
## [3208,]       9.534499       65.516668  4.718851          1
## [3209,]      15.199906       50.229944  4.061645          1
## [3210,]      15.530563       84.228774  3.966571          1
## [3211,]      12.269178       46.487950  3.253920          1
## [3212,]      19.486791       68.568791  3.048292          1
## [3213,]      12.530827       65.194053  4.023776          1
## [3214,]      14.252898       68.403833  2.674040          1
## [3215,]      12.761184       51.439894  5.147536          1
## [3216,]      16.442753       61.249762  3.777508          1
## [3217,]       9.779518       41.249977  3.224676          1
## [3218,]      12.882614       85.329955  4.119087          1
## [3219,]       6.363175       49.155291  3.426634          1
## [3220,]      11.369071              NA  4.210327          1
## [3221,]      20.532277       75.067706  3.652207          1
## [3222,]      13.415230       72.012642  5.024742          1
## [3223,]       6.091227       62.419529  3.439022          1
## [3224,]      17.746264       59.909941  4.279082          1
## [3225,]      11.711419       85.428785  3.345543          1
## [3226,]      10.742960       64.508934  2.876996          1
## [3227,]      15.029899       84.335058  4.221614          1
## [3228,]      16.844509       39.367056  3.297525          1
## [3229,]      10.401056       66.864140  4.337117          1
## [3230,]      16.011328       72.911573  3.065910          1
## [3231,]      16.559076       52.866373  2.895774          1
## [3232,]      17.306832      103.912548  3.855895          1
## [3233,]      11.915900       57.713149  2.713248          1
## [3234,]      18.884625       60.078413  4.669240          1
## [3235,]       5.934588       83.559326  4.270817          1
## [3236,]      18.430084       44.860351  4.571128          1
## [3237,]      16.541561       44.938586  3.893378          1
## [3238,]      16.988356       75.339694  4.308358          1
## [3239,]      10.247444       50.401160  3.453861          1
## [3240,]      13.563992       71.593866  3.434538          1
## [3241,]      15.492397       69.110815  4.280766          1
## [3242,]      14.502464       45.428097  1.917754          1
## [3243,]      14.316821       60.590359  4.007508          1
## [3244,]      16.816507       47.661727  4.953058          1
## [3245,]      17.552294       72.059866  3.738991          1
## [3246,]      16.959269       56.038702  4.331691          1
## [3247,]      17.685651       55.147364  4.135569          1
## [3248,]      18.248368       62.188687  5.100858          1
## [3249,]       7.992210       82.365378  5.403615          1
## [3250,]      14.902820       47.896406  4.362542          1
## [3251,]      17.166504       62.677756  4.338957          1
## [3252,]      13.046355       46.315992  3.463097          1
## [3253,]      17.352080       55.968217  3.255600          1
## [3254,]      13.301374       63.410178  4.990236          1
## [3255,]      16.712206       53.594104  4.955082          1
## [3256,]      11.079952       36.341012  4.012340          1
## [3257,]      13.366994       62.022308  3.525027          1
## [3258,]      20.178716       75.402260  5.208061          1
## [3259,]      12.601517       61.051889  5.164057          1
## [3260,]      13.228441              NA  4.333953          1
## [3261,]       8.668672       74.773392  3.699558          1
## [3262,]      13.302880       59.489294  4.754826          1
## [3263,]      15.389083       35.221200  4.524693          1
## [3264,]      15.483027       51.535867  4.013339          1
## [3265,]      18.963707       63.846319  4.390702          1
## [3266,]      14.250875       62.906205  3.361833          1
## [3267,]      11.083027       38.435151  4.906358          1
## [3268,]       9.899115       55.069304  4.613843          1
## [3269,]      16.217303       28.878601  3.442983          1
## [3270,]      16.172755       41.558501  4.369264          1
## [3271,]      12.067620       60.419921  3.669712          1
## [3272,]      13.894419       66.687695  4.435821          1
## [3273,]      19.903225              NA  2.798243          1
## [3274,]      11.039070       69.845400  3.298875          1
## [3275,]      11.168946       77.488213  4.708658          1
## [3276,]      16.140368       78.698446  2.309149          1
cbind(head(data.mat))
##            ph Hardness   Solids Chloramines  Sulfate Conductivity
## [1,]       NA 204.8905 20791.32    7.300212 368.5164     564.3087
## [2,] 3.716080 129.4229 18630.06    6.635246       NA     592.8854
## [3,] 8.099124 224.2363 19909.54    9.275884       NA     418.6062
## [4,] 8.316766 214.3734 22018.42    8.059332 356.8861     363.2665
## [5,] 9.092223 181.1015 17978.99    6.546600 310.1357     398.4108
## [6,] 5.584087 188.3133 28748.69    7.544869 326.6784     280.4679
##      Organic_carbon Trihalomethanes Turbidity Potability
## [1,]      10.379783        86.99097  2.963135          0
## [2,]      15.180013        56.32908  4.500656          0
## [3,]      16.868637        66.42009  3.055934          0
## [4,]      18.436524       100.34167  4.628771          0
## [5,]      11.558279        31.99799  4.075075          0
## [6,]       8.399735        54.91786  2.559708          0
rbind(head(data.mat))
##            ph Hardness   Solids Chloramines  Sulfate Conductivity
## [1,]       NA 204.8905 20791.32    7.300212 368.5164     564.3087
## [2,] 3.716080 129.4229 18630.06    6.635246       NA     592.8854
## [3,] 8.099124 224.2363 19909.54    9.275884       NA     418.6062
## [4,] 8.316766 214.3734 22018.42    8.059332 356.8861     363.2665
## [5,] 9.092223 181.1015 17978.99    6.546600 310.1357     398.4108
## [6,] 5.584087 188.3133 28748.69    7.544869 326.6784     280.4679
##      Organic_carbon Trihalomethanes Turbidity Potability
## [1,]      10.379783        86.99097  2.963135          0
## [2,]      15.180013        56.32908  4.500656          0
## [3,]      16.868637        66.42009  3.055934          0
## [4,]      18.436524       100.34167  4.628771          0
## [5,]      11.558279        31.99799  4.075075          0
## [6,]       8.399735        54.91786  2.559708          0

Summarizing samples:

mean(data$Hardness)
## [1] 196.3695
mean(data[,2])
## [1] 196.3695
mean(data[2,])
## Warning in mean.default(data[2, ]): argument is not numeric or logical:
## returning NA
## [1] NA
median(data$Hardness)
## [1] 196.9676
mad(data$Hardness, na.rm = FALSE)
## [1] 29.42218
mode(data$Hardness)
## [1] "numeric"
var(data$Hardness)
## [1] 1081.079
sd(data$Hardness)
## [1] 32.87976
max(data$ph)
## [1] NA
max(data$Hardness)
## [1] 323.124
min(data$Hardness)
## [1] 47.432
length(data)
## [1] 10
sum(is.na(data))
## [1] 1434
quantile(data$Hardness)
##       0%      25%      50%      75%     100% 
##  47.4320 176.8505 196.9676 216.6675 323.1240
fivenum(data$Hardness)
## [1]  47.4320 176.8474 196.9676 216.6696 323.1240

Cumulative statistics:

cumsum(head(data$Hardness))
## [1]  204.8905  334.3134  558.5496  772.9230  954.0245 1142.3379
cummax(head(data$Hardness))
## [1] 204.8905 204.8905 224.2363 224.2363 224.2363 224.2363
cummin(head(data$Hardness))
## [1] 204.8905 129.4229 129.4229 129.4229 129.4229 129.4229
cumprod(head(data$Hardness))
## [1] 2.048905e+02 2.651752e+04 5.946190e+06 1.274705e+09 2.308510e+11
## [6] 4.347231e+13
seq_along(data)
##  [1]  1  2  3  4  5  6  7  8  9 10
seq(from = 1, to = 4, by =1)
## [1] 1 2 3 4
cumsum(head(data$Hardness)) / seq_along(data)
## Warning in cumsum(head(data$Hardness))/seq_along(data): longer object length is
## not a multiple of shorter object length
##  [1] 204.89046 167.15669 186.18321 193.23076 190.80491 190.38964  29.27007
##  [8]  41.78917  62.06107  77.29230
d = seq_along(data)
d
##  [1]  1  2  3  4  5  6  7  8  9 10

Summarizing rows and columns:

rowMeans(head(data))
##        1        2        3        4        5        6 
##       NA       NA       NA 2309.273 1893.190 2962.315
rowSums(head(data))
##        1        2        3        4        5        6 
##       NA       NA       NA 23092.73 18931.90 29623.15
colMeans(data)
##              ph        Hardness          Solids     Chloramines         Sulfate 
##              NA    1.963695e+02    2.201409e+04    7.122277e+00              NA 
##    Conductivity  Organic_carbon Trihalomethanes       Turbidity      Potability 
##    4.262051e+02    1.428497e+01              NA    3.966786e+00    3.901099e-01
colSums(data)
##              ph        Hardness          Solids     Chloramines         Sulfate 
##              NA       643306.47     72118167.12        23332.58              NA 
##    Conductivity  Organic_carbon Trihalomethanes       Turbidity      Potability 
##      1396247.94        46797.56              NA        12995.19         1278.00
apply(head(data), 1, mean, na.rm = TRUE)
##        1        2        3        4        5        6 
## 2448.519 2159.859 2295.123 2309.273 1893.190 2962.315
apply(head(data), 1, median, na.rm = TRUE)
##        1        2        3        4        5        6 
## 86.99097 15.18001 16.86864 59.38910 21.77814 31.65880
apply(data, 1, median)[1:2]
## [1] NA NA
lapply(head(data), mean, na.rm = TRUE)
## $ph
## [1] 6.961656
## 
## $Hardness
## [1] 190.3896
## 
## $Solids
## [1] 21346.17
## 
## $Chloramines
## [1] 7.560357
## 
## $Sulfate
## [1] 340.5542
## 
## $Conductivity
## [1] 436.3242
## 
## $Organic_carbon
## [1] 13.4705
## 
## $Trihalomethanes
## [1] 66.16628
## 
## $Turbidity
## [1] 3.630547
## 
## $Potability
## [1] 0
lapply(head(data), median, na.rm = TRUE)
## $ph
## [1] 8.099124
## 
## $Hardness
## [1] 196.6019
## 
## $Solids
## [1] 20350.43
## 
## $Chloramines
## [1] 7.42254
## 
## $Sulfate
## [1] 341.7822
## 
## $Conductivity
## [1] 408.5085
## 
## $Organic_carbon
## [1] 13.36915
## 
## $Trihalomethanes
## [1] 61.37458
## 
## $Turbidity
## [1] 3.565505
## 
## $Potability
## [1] 0
sapply(head(data), mean, na.rm = TRUE)
##              ph        Hardness          Solids     Chloramines         Sulfate 
##        6.961656      190.389644    21346.168348        7.560357      340.554169 
##    Conductivity  Organic_carbon Trihalomethanes       Turbidity      Potability 
##      436.324245       13.470495       66.166278        3.630547        0.000000

Contingency tables and cross tabulation:

table(head(data$Hardness))
## 
## 129.422920514944 181.101509236125 188.313323769616 204.890455471336 
##                1                1                1                1 
## 214.373394085623 224.236259393558 
##                1                1
table(head(data$ph),head(data$Hardness))
##                   
##                    129.422920514944 181.101509236125 188.313323769616
##   3.71608007538699                1                0                0
##   5.58408663845609                0                0                1
##   8.0991241892984                 0                0                0
##   8.31676588421468                0                0                0
##   9.09222345629096                0                1                0
##                   
##                    204.890455471336 214.373394085623 224.236259393558
##   3.71608007538699                0                0                0
##   5.58408663845609                0                0                0
##   8.0991241892984                 0                0                1
##   8.31676588421468                0                1                0
##   9.09222345629096                0                0                0
d = data[which(head(data$Hardness) == 7),]
d

Table summaries:

prop.table(head(data))
addmargins(head(data), 1, mean)
##      ph        Hardness  Solids    Chloramines Sulfate   Conductivity
## 1    numeric,6 numeric,6 numeric,6 numeric,6   numeric,6 numeric,6   
## 2    numeric,6 numeric,6 numeric,6 integer,6   numeric,6 numeric,6   
## 3    numeric,6 numeric,6 numeric,6 numeric,6   numeric,6 numeric,6   
## 4    numeric,6 integer,6 numeric,6 numeric,6   numeric,6 numeric,6   
## 5    numeric,6 numeric,6 numeric,6 numeric,6   numeric,6 numeric,6   
## 6    numeric,6 numeric,6 numeric,6 numeric,6   integer,6 numeric,6   
## mean NA        190.3896  21346.17  7.560357    NA        436.3242    
##      Organic_carbon Trihalomethanes Turbidity Potability
## 1    numeric,6      numeric,6       numeric,6 numeric,6 
## 2    numeric,6      numeric,6       integer,6 numeric,6 
## 3    numeric,6      numeric,6       numeric,6 numeric,6 
## 4    integer,6      numeric,6       numeric,6 numeric,6 
## 5    numeric,6      numeric,6       numeric,6 numeric,6 
## 6    numeric,6      numeric,6       numeric,6 integer,6 
## mean 13.4705        66.16628        3.630547  0
addmargins(head(data), 2, median)
##   ph        Hardness  Solids    Chloramines Sulfate   Conductivity
## 1 numeric,6 numeric,6 numeric,6 numeric,6   numeric,6 numeric,6   
## 2 numeric,6 numeric,6 numeric,6 integer,6   numeric,6 numeric,6   
## 3 numeric,6 numeric,6 numeric,6 numeric,6   numeric,6 numeric,6   
## 4 numeric,6 integer,6 numeric,6 numeric,6   numeric,6 numeric,6   
## 5 numeric,6 numeric,6 numeric,6 numeric,6   numeric,6 numeric,6   
## 6 numeric,6 numeric,6 numeric,6 numeric,6   integer,6 numeric,6   
##   Organic_carbon Trihalomethanes Turbidity Potability median  
## 1 numeric,6      numeric,6       numeric,6 numeric,6  NA      
## 2 numeric,6      numeric,6       integer,6 numeric,6  NA      
## 3 numeric,6      numeric,6       numeric,6 numeric,6  NA      
## 4 integer,6      numeric,6       numeric,6 numeric,6  59.3891 
## 5 numeric,6      numeric,6       numeric,6 numeric,6  21.77814
## 6 numeric,6      numeric,6       numeric,6 integer,6  31.6588

Testing table objects:

is.table(head(data))
## [1] FALSE

Reading data objects:

with(head(data), table(ph, Hardness))
##                   Hardness
## ph                 129.422920514944 181.101509236125 188.313323769616
##   3.71608007538699                1                0                0
##   5.58408663845609                0                0                1
##   8.0991241892984                 0                0                0
##   8.31676588421468                0                0                0
##   9.09222345629096                0                1                0
##                   Hardness
## ph                 204.890455471336 214.373394085623 224.236259393558
##   3.71608007538699                0                0                0
##   5.58408663845609                0                0                0
##   8.0991241892984                 0                0                1
##   8.31676588421468                0                1                0
##   9.09222345629096                0                0                0
with(data, sum(Chloramines))
## [1] 23332.58

Drawing distribution and Graphics:

stem(data$Hardness)
## 
##   The decimal point is 1 digit(s) to the right of the |
## 
##    4 | 7
##    6 | 37
##    8 | 24557889
##   10 | 013356677991111223334444555666777899999
##   12 | 00000111112333445555666777888888999990000001111222233333444445555556+17
##   14 | 00000011111111222222222333333333344444445555555555666666666777777777+181
##   16 | 00000000000000000000001111111111111111112222222222222222222233333333+424
##   18 | 00000000000000000000000000000000000011111111111111111111111111111111+775
##   20 | 00000000000000000000000000000000000000000000000011111111111111111111+692
##   22 | 00000000000000000000000000000111111111111111111111111111111111122222+382
##   24 | 00000000000000011111111111111111111112222222222222222333333334444444+94
##   26 | 00000111122233334444444555666778899000000222223333344445556666777788
##   28 | 0012233444677818
##   30 | 04478817
##   32 | 3
stem(data$Hardness, scale = 2)
## 
##   The decimal point is 1 digit(s) to the right of the |
## 
##    4 | 7
##    5 | 
##    6 | 
##    7 | 37
##    8 | 2
##    9 | 4557889
##   10 | 01335667799
##   11 | 1111223334444555666777899999
##   12 | 0000011111233344555566677788888899999
##   13 | 000000111122223333344444555555666666667777777778888899999999
##   14 | 00000011111111222222222333333333344444445555555555666666666777777777+17
##   15 | 00000000000011111111111112222222222222223333333333333333444444444444+84
##   16 | 00000000000000000000001111111111111111112222222222222222222233333333+154
##   17 | 00000000000000000000000000000111111111111111122222222222222222223333+190
##   18 | 00000000000000000000000000000000000011111111111111111111111111111111+324
##   19 | 00000000000000000000000000000000000000000011111111111111111111111111+371
##   20 | 00000000000000000000000000000000000000000000000011111111111111111111+330
##   21 | 00000000000000000000000000000000000000000000001111111111111111111111+282
##   22 | 00000000000000000000000000000111111111111111111111111111111111122222+191
##   23 | 00000000000000000000000001111111111111111111111111222222222222222233+111
##   24 | 00000000000000011111111111111111111112222222222222222333333334444444+29
##   25 | 00000001111111122222222333334444455555666666666777778888889999999
##   26 | 00000111122233334444444555666778899
##   27 | 00000022222333334444555666677778888889999
##   28 | 00122334446778
##   29 | 18
##   30 | 044788
##   31 | 17
##   32 | 3
stem(data$Solids)
## 
##   The decimal point is 4 digit(s) to the right of the |
## 
##   0 | 0111133333444444444444
##   0 | 55555555555566666666666777777777777777777777777777788888888888888888+61
##   1 | 00000000000000000000000000000000000000000000000000000000000000001111+412
##   1 | 55555555555555555555555555555555555555555555555555555555555555555555+667
##   2 | 00000000000000000000000000000000000000000000000000000000000000000000+640
##   2 | 55555555555555555555555555555555555555555555555555555555555555555555+467
##   3 | 00000000000000000000000000000000000000000000000000000000000000000111+232
##   3 | 55555555555555555555555555555555555555555555555555556666666666666666+87
##   4 | 00000000000000000000000111111111111111111111111122222222222223333444
##   4 | 555555555555555556666677788888888999999
##   5 | 0012224
##   5 | 56667
##   6 | 1
hist(data$Hardness)
hist(data$Hardness, breaks = 'Sturges')

hist(data$Hardness, breaks = 'Scott')

hist(data$Hardness, breaks = 'FD')

hist(data$Hardness, breaks = 'st')
hist(data$Hardness, breaks = 10)

hist(data$Hardness, col = 'gray', main = NULL, xlab = 'Size', ylim = c(0, 0.1), freq = FALSE)

hist(data$Solids, col = 'brown', border = 'white')

hist(data$Chloramines, col = 'red', border = 'black')

hist(data$Sulfate, col = 'lightblue', border = 'white')

hist(data$Conductivity, col = 'lightgreen', border = 'white')

hist(data$Organic_carbon, col = 'black', border = 'yellow')

hist(data$Trihalomethanes, col = 'pink')

hist(data$Turbidity, col = 'magenta')

hist(data$Potability, col = 'cyan')

hist(data$ph, col = 'green', border = 'white')

density = density(data$Hardness)
density
## 
## Call:
##  density.default(x = data$Hardness)
## 
## Data: data$Hardness (3276 obs.); Bandwidth 'bw' = 5.298
## 
##        x                y            
##  Min.   : 31.54   Min.   :2.610e-07  
##  1st Qu.:108.41   1st Qu.:5.905e-05  
##  Median :185.28   Median :1.033e-03  
##  Mean   :185.28   Mean   :3.249e-03  
##  3rd Qu.:262.15   3rd Qu.:5.711e-03  
##  Max.   :339.02   Max.   :1.341e-02
dens1 = density(data$Chloramines)
dens1
## 
## Call:
##  density.default(x = data$Chloramines)
## 
## Data: data$Chloramines (3276 obs.);  Bandwidth 'bw' = 0.2645
## 
##        x                 y            
##  Min.   :-0.4414   Min.   :5.840e-06  
##  1st Qu.: 3.1491   1st Qu.:2.261e-03  
##  Median : 6.7395   Median :1.810e-02  
##  Mean   : 6.7395   Mean   :6.956e-02  
##  3rd Qu.:10.3299   3rd Qu.:1.181e-01  
##  Max.   :13.9204   Max.   :2.652e-01
dens2 = density(data$Solids)
dens2
## 
## Call:
##  density.default(x = data$Solids)
## 
## Data: data$Solids (3276 obs.);   Bandwidth 'bw' = 1552
## 
##        x               y            
##  Min.   :-4336   Min.   :8.900e-10  
##  1st Qu.:13219   1st Qu.:4.304e-07  
##  Median :30774   Median :5.983e-06  
##  Mean   :30774   Mean   :1.423e-05  
##  3rd Qu.:48329   3rd Qu.:2.721e-05  
##  Max.   :65884   Max.   :4.727e-05
plot(data)

plot(data$ph)

plot(data$Solids)

plot(data$Chloramines)

plot(data$Sulfate)

plot(data$Conductivity)

plot(data$Organic_carbon)

plot(data$Trihalomethanes)

plot(data$Turbidity)

plot(data$Potability)

plot(data$Hardness)

plot(density(df1$Hardness))

plot(density(df1$Hardness), main = "", xlab = 'Size bin classes')

df1 = data
df1[is.na(df1)] = 0
head(df1)
sum(is.na(df1))
## [1] 0
View(head(df1))
nrow(head(df1))
## [1] 6
nrow(df1)
## [1] 3276
ncol(df1)
## [1] 10
hist(df1$Hardness, freq = F, col = 'blue')
lines(density(df1$Hardness), lty = 2)
lines(density(df1$Hardness, k = 'rectangular'))

df.norm = rnorm(1000, mean(df1$Hardness), sd(df1$Hardness))
head(df.norm)
## [1] 215.7479 154.1329 144.5614 199.0680 159.9151 151.9579
hist(df1$Hardness, freq = F, col = 'green')
lines(density(df.norm))

hist(df.norm, freq = F, border = 'red',col = 'yellow', main = 'Comparing two distributions', xlab = 'Data2 size classes')
lines(density(df1$Hardness), lwd = 2)

hist(df.norm, freq = F, col = 'green')
lines(density(df1$Hardness))

qqnorm(df1$Hardness)

qqnorm(df1$Hardness, main = 'QQ plot of example data', xlab = 'Theoretical', ylab = 'Quantiles for data')
qqline(df1$Hardness, lwd = 2, lty = 2)

qqp = qqplot(df1$Hardness, rnorm(50, 5, 2))
qqp
## $x
##  [1]  47.4320 125.1080 137.5681 145.8058 151.3935 155.5566 159.1823 162.5078
##  [9] 165.6046 168.2899 170.4425 173.7001 176.3200 178.2965 180.1028 181.9180
## [17] 183.5415 185.0880 186.4575 188.1603 190.0562 191.6303 192.9448 194.6214
## [25] 196.1428 197.6168 199.0312 200.3380 201.8172 203.3893 205.1237 206.6604
## [33] 208.3299 210.1746 211.6930 213.4876 215.3761 217.3231 219.5519 221.6386
## [41] 224.1128 226.5600 229.4492 232.4617 235.9450 240.1149 244.8178 254.2232
## [49] 268.6861 323.1240
## 
## $y
##  [1] 0.5134807 1.7450105 2.0050637 2.3465865 2.4903789 2.8577045 3.0711027
##  [8] 3.3735683 3.4023544 3.4587922 3.8150777 3.8864296 3.9958456 4.0597127
## [15] 4.3054477 4.5372015 4.5912166 4.7156147 4.9783783 5.0209135 5.0373308
## [22] 5.0780658 5.1017732 5.1191706 5.1591998 5.1751128 5.1765584 5.2832902
## [29] 5.5471710 5.5935600 5.6536394 5.7053980 5.9353288 6.0308085 6.1604908
## [36] 6.2252608 6.3064586 6.4036527 6.5986642 6.7037920 6.9324270 7.1046372
## [43] 7.3324134 7.3712573 7.9651284 8.1955868 8.9625790 9.1342528 9.1434754
## [50] 9.4389637
abline(lm(qqp$y ~ qqp$x))

Testing distribution:

sample(head(df1), size = 4)
shapiro.test(df1$Hardness)
## 
##  Shapiro-Wilk normality test
## 
## data:  df1$Hardness
## W = 0.99597, p-value = 9.61e-08
ks.test(df1$Hardness, 'pnorm', mean = 5, sd = 2)
## 
##  One-sample Kolmogorov-Smirnov test
## 
## data:  df1$Hardness
## D = 1, p-value < 2.2e-16
## alternative hypothesis: two-sided
ks.test(df1$Hardness, pnorm(20, 5, 2))
## 
##  Two-sample Kolmogorov-Smirnov test
## 
## data:  df1$Hardness and pnorm(20, 5, 2)
## D = 1, p-value = 0.0006103
## alternative hypothesis: two-sided
ks.test(df1$Hardness, 'ppois', 5)
## 
##  One-sample Kolmogorov-Smirnov test
## 
## data:  df1$Hardness
## D = 1, p-value < 2.2e-16
## alternative hypothesis: two-sided

T-test:

t.test(df1$Hardness, df1$Solids)
## 
##  Welch Two Sample t-test
## 
## data:  df1$Hardness and df1$Solids
## t = -142.41, df = 3275.1, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  -22118.10 -21517.34
## sample estimates:
##  mean of x  mean of y 
##   196.3695 22014.0925
t.test(df1$Hardness, df1$Solids, var.equal = TRUE)
## 
##  Two Sample t-test
## 
## data:  df1$Hardness and df1$Solids
## t = -142.41, df = 6550, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  -22118.05 -21517.40
## sample estimates:
##  mean of x  mean of y 
##   196.3695 22014.0925
t.test(df1$Hardness, mu = 1000)
## 
##  One Sample t-test
## 
## data:  df1$Hardness
## t = -1398.9, df = 3275, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 1000
## 95 percent confidence interval:
##  195.2432 197.4958
## sample estimates:
## mean of x 
##  196.3695
t.test(df1$Hardness, mu = 1000, alternative = 'greater')
## 
##  One Sample t-test
## 
## data:  df1$Hardness
## t = -1398.9, df = 3275, p-value = 1
## alternative hypothesis: true mean is greater than 1000
## 95 percent confidence interval:
##  195.4243      Inf
## sample estimates:
## mean of x 
##  196.3695

U-test:

wilcox.test(df1$Hardness, df1$Solids)
## 
##  Wilcoxon rank sum test with continuity correction
## 
## data:  df1$Hardness and df1$Solids
## W = 1, p-value < 2.2e-16
## alternative hypothesis: true location shift is not equal to 0
wilcox.test(df1$Chloramines, exact = FALSE)
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  df1$Chloramines
## V = 5367726, p-value < 2.2e-16
## alternative hypothesis: true location is not equal to 0
wilcox.test(df1$Chloramines, mu = 1000, exact = FALSE, conf.int = TRUE, alt = 'less')
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  df1$Chloramines
## V = 0, p-value < 2.2e-16
## alternative hypothesis: true location is less than 1000
## 95 percent confidence interval:
##      -Inf 7.167014
## sample estimates:
## (pseudo)median 
##        7.12224

Correlation:

cor(df1$Hardness, df1$Solids)
## [1] -0.04689937
cor(df1$Hardness, df1$Solids, method = 'spearman')
## [1] -0.05258439
cor(df1$Hardness, df1$Solids, method = 'kendall')
## [1] -0.0354754
cor(df1)
##                           ph    Hardness      Solids  Chloramines       Sulfate
## ph               1.000000000  0.03259088 -0.05127684 -0.010451816 -0.0101282036
## Hardness         0.032590877  1.00000000 -0.04689937 -0.030054239 -0.0310653963
## Solids          -0.051276836 -0.04689937  1.00000000 -0.070147580 -0.0266709668
## Chloramines     -0.010451816 -0.03005424 -0.07014758  1.000000000  0.0025128131
## Sulfate         -0.010128204 -0.03106540 -0.02667097  0.002512813  1.0000000000
## Conductivity     0.030879261 -0.02391460  0.01383090 -0.020486409 -0.0179430269
## Organic_carbon   0.034792929  0.00361004  0.01024234 -0.012653471  0.0293290500
## Trihalomethanes  0.013247718 -0.00569142 -0.02306516  0.014974414 -0.0116422207
## Turbidity       -0.009120018 -0.01444913  0.01954614  0.002363321  0.0002438703
## Potability       0.020390188 -0.01383656  0.03374331  0.023778972  0.0115419849
##                 Conductivity Organic_carbon Trihalomethanes     Turbidity
## ph               0.030879261     0.03479293      0.01324772 -0.0091200182
## Hardness        -0.023914600     0.00361004     -0.00569142 -0.0144491293
## Solids           0.013830898     0.01024234     -0.02306516  0.0195461442
## Chloramines     -0.020486409    -0.01265347      0.01497441  0.0023633211
## Sulfate         -0.017943027     0.02932905     -0.01164222  0.0002438703
## Conductivity     1.000000000     0.02096636      0.01631829  0.0057981677
## Organic_carbon   0.020966361     1.00000000     -0.01338085 -0.0273081130
## Trihalomethanes  0.016318287    -0.01338085      1.00000000 -0.0190663318
## Turbidity        0.005798168    -0.02730811     -0.01906633  1.0000000000
## Potability      -0.008128320    -0.03000137      0.02109440  0.0015806820
##                   Potability
## ph               0.020390188
## Hardness        -0.013836558
## Solids           0.033743313
## Chloramines      0.023778972
## Sulfate          0.011541985
## Conductivity    -0.008128320
## Organic_carbon  -0.030001367
## Trihalomethanes  0.021094401
## Turbidity        0.001580682
## Potability       1.000000000
cor(df1$Hardness, df1)
##              ph Hardness      Solids Chloramines    Sulfate Conductivity
## [1,] 0.03259088        1 -0.04689937 -0.03005424 -0.0310654   -0.0239146
##      Organic_carbon Trihalomethanes   Turbidity  Potability
## [1,]     0.00361004     -0.00569142 -0.01444913 -0.01383656

Covariance:

cov(df1$Hardness, df1$Solids)
## [1] -13521.49
cov(df1)
##                            ph      Hardness        Solids   Chloramines
## ph               8.550986e+00  3.133522e+00    -1314.7952 -4.838425e-02
## Hardness         3.133522e+00  1.081079e+03   -13521.4865 -1.564367e+00
## Solids          -1.314795e+03 -1.352149e+04 76887834.3619 -9.737461e+02
## Chloramines     -4.838425e-02 -1.564367e+00     -973.7461  2.506158e+00
## Sulfate         -4.346739e+00 -1.499093e+02   -34323.4267  5.838314e-01
## Conductivity     7.298198e+00 -6.355247e+01     9802.1171 -2.621264e+00
## Organic_carbon   3.365781e-01  3.926698e-01      297.1084 -6.626751e-02
## Trihalomethanes  8.272159e-01 -3.995940e+00    -4318.7191  5.062019e-01
## Turbidity       -2.081188e-02 -3.707471e-01      133.7511  2.919674e-03
## Potability       2.908807e-02 -2.219434e-01      144.3451  1.836466e-02
##                       Sulfate Conductivity Organic_carbon Trihalomethanes
## ph              -4.346739e+00    7.2981984     0.33657809       0.8272159
## Hardness        -1.499093e+02  -63.5524734     0.39266978      -3.9959402
## Solids          -3.432343e+04 9802.1171159   297.10837719   -4318.7191335
## Chloramines      5.838314e-01   -2.6212638    -0.06626751       0.5062019
## Sulfate          2.154002e+04 -212.8430432    14.23992922     -36.4861972
## Conductivity    -2.128430e+02 6532.5293297     5.60596659      28.1633912
## Organic_carbon   1.423993e+01    5.6059666    10.94393581      -0.9452357
## Trihalomethanes -3.648620e+01   28.1633912    -0.94523565     455.9733031
## Turbidity        2.793120e-02    0.3657118    -0.07049948      -0.3177198
## Potability       8.263978e-01   -0.3204993    -0.04841873       0.2197468
##                     Turbidity    Potability
## ph              -2.081188e-02  2.908807e-02
## Hardness        -3.707471e-01 -2.219434e-01
## Solids           1.337511e+02  1.443451e+02
## Chloramines      2.919674e-03  1.836466e-02
## Sulfate          2.793120e-02  8.263978e-01
## Conductivity     3.657118e-01 -3.204993e-01
## Organic_carbon  -7.049948e-02 -4.841873e-02
## Trihalomethanes -3.177198e-01  2.197468e-01
## Turbidity        6.089967e-01  6.017797e-04
## Potability       6.017797e-04  2.379968e-01
df1.cv = cov(df1)
cov2cor(df1.cv)
##                           ph    Hardness      Solids  Chloramines       Sulfate
## ph               1.000000000  0.03259088 -0.05127684 -0.010451816 -0.0101282036
## Hardness         0.032590877  1.00000000 -0.04689937 -0.030054239 -0.0310653963
## Solids          -0.051276836 -0.04689937  1.00000000 -0.070147580 -0.0266709668
## Chloramines     -0.010451816 -0.03005424 -0.07014758  1.000000000  0.0025128131
## Sulfate         -0.010128204 -0.03106540 -0.02667097  0.002512813  1.0000000000
## Conductivity     0.030879261 -0.02391460  0.01383090 -0.020486409 -0.0179430269
## Organic_carbon   0.034792929  0.00361004  0.01024234 -0.012653471  0.0293290500
## Trihalomethanes  0.013247718 -0.00569142 -0.02306516  0.014974414 -0.0116422207
## Turbidity       -0.009120018 -0.01444913  0.01954614  0.002363321  0.0002438703
## Potability       0.020390188 -0.01383656  0.03374331  0.023778972  0.0115419849
##                 Conductivity Organic_carbon Trihalomethanes     Turbidity
## ph               0.030879261     0.03479293      0.01324772 -0.0091200182
## Hardness        -0.023914600     0.00361004     -0.00569142 -0.0144491293
## Solids           0.013830898     0.01024234     -0.02306516  0.0195461442
## Chloramines     -0.020486409    -0.01265347      0.01497441  0.0023633211
## Sulfate         -0.017943027     0.02932905     -0.01164222  0.0002438703
## Conductivity     1.000000000     0.02096636      0.01631829  0.0057981677
## Organic_carbon   0.020966361     1.00000000     -0.01338085 -0.0273081130
## Trihalomethanes  0.016318287    -0.01338085      1.00000000 -0.0190663318
## Turbidity        0.005798168    -0.02730811     -0.01906633  1.0000000000
## Potability      -0.008128320    -0.03000137      0.02109440  0.0015806820
##                   Potability
## ph               0.020390188
## Hardness        -0.013836558
## Solids           0.033743313
## Chloramines      0.023778972
## Sulfate          0.011541985
## Conductivity    -0.008128320
## Organic_carbon  -0.030001367
## Trihalomethanes  0.021094401
## Turbidity        0.001580682
## Potability       1.000000000

Correlation hypothesis tests:

cor.test(df1$Hardness, df1$Solids)
## 
##  Pearson's product-moment correlation
## 
## data:  df1$Hardness and df1$Solids
## t = -2.6865, df = 3274, p-value = 0.007257
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
##  -0.08101488 -0.01267409
## sample estimates:
##         cor 
## -0.04689937

Association tests:

chisq.test(df1)
## Warning in chisq.test(df1): Chi-squared approximation may be incorrect
## 
##  Pearson's Chi-squared test
## 
## data:  df1
## X-squared = 1121270, df = 29475, p-value < 2.2e-16
chisq.test(df1$Hardness)
## 
##  Chi-squared test for given probabilities
## 
## data:  df1$Hardness
## X-squared = 18030, df = 3275, p-value < 2.2e-16
chisq.test(df1, correct = FALSE)
## Warning in chisq.test(df1, correct = FALSE): Chi-squared approximation may be
## incorrect
## 
##  Pearson's Chi-squared test
## 
## data:  df1
## X-squared = 1121270, df = 29475, p-value < 2.2e-16
chisq.test(df1$Hardness, correct = FALSE)
## 
##  Chi-squared test for given probabilities
## 
## data:  df1$Hardness
## X-squared = 18030, df = 3275, p-value < 2.2e-16
df1.cs = chisq.test(df1$Hardness, p = df1$Solids, rescale.p = TRUE)
## Warning in chisq.test(df1$Hardness, p = df1$Solids, rescale.p = TRUE): Chi-
## squared approximation may be incorrect
df1.cs
## 
##  Chi-squared test for given probabilities
## 
## data:  df1$Hardness
## X-squared = 195161, df = 3275, p-value < 2.2e-16
head(df1.cs$exp)
## [1] 185.4621 166.1833 177.5965 196.4081 160.3757 256.4432
names(df1.cs$expected) = row.names(df1)
head(df1.cs$exp)
##        1        2        3        4        5        6 
## 185.4621 166.1833 177.5965 196.4081 160.3757 256.4432
df2.cs = chisq.test(df1)
## Warning in chisq.test(df1): Chi-squared approximation may be incorrect
df2.cs
## 
##  Pearson's Chi-squared test
## 
## data:  df1
## X-squared = 1121270, df = 29475, p-value < 2.2e-16
names(df2.cs)
## [1] "statistic" "parameter" "p.value"   "method"    "data.name" "observed" 
## [7] "expected"  "residuals" "stdres"
head(df2.cs$resid)
##              ph  Hardness      Solids Chloramines     Sulfate Conductivity
## [1,] -2.4022882  1.211967 -2.15999945   0.1806369   7.9948891     7.702665
## [2,] -0.6092235 -2.843545  0.09572965   0.2493827 -14.6620652    12.243785
## [3,]  1.1564428  3.595978  0.90031580   1.1365911 -15.1142095     1.818955
## [4,]  0.9227541  1.216747 -0.65973221   0.3379165   6.3513535    -3.137426
## [5,]  1.8567531  1.522658 -1.13336711   0.2809381   6.9638543     2.528445
## [6,] -0.7804117 -4.070835  2.24292268  -0.5393461  -0.0513305   -11.469580
##      Organic_carbon Trihalomethanes  Turbidity Potability
## [1,]    -0.89587275       3.4047142 -0.4306691 -0.6115570
## [2,]     0.89173688       0.4045275  0.6256941 -0.5743781
## [3,]     1.12520195       1.2885082 -0.2694888 -0.5920906
## [4,]     1.07833333       4.6384310  0.3223580 -0.6260393
## [5,]    -0.06044592      -2.7717746  0.4469551 -0.5668408
## [6,]    -2.33300570      -2.9294190 -1.1289256 -0.7090545
df1[1:2, 4:5]
chisq.test(df1[1:2, 4:5], correct = FALSE)
## Warning in chisq.test(df1[1:2, 4:5], correct = FALSE): Chi-squared approximation
## may be incorrect
## 
##  Pearson's Chi-squared test
## 
## data:  df1[1:2, 4:5]
## X-squared = 178.56, df = 1, p-value < 2.2e-16
chisq.test(df1[1:2, 4:5], correct = TRUE)
## Warning in chisq.test(df1[1:2, 4:5], correct = TRUE): Chi-squared approximation
## may be incorrect
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  df1[1:2, 4:5]
## X-squared = 151.73, df = 1, p-value < 2.2e-16
with(df1, chisq.test(Hardness, p = Solids, rescale = T))
## Warning in chisq.test(Hardness, p = Solids, rescale = T): Chi-squared
## approximation may be incorrect
## 
##  Chi-squared test for given probabilities
## 
## data:  Hardness
## X-squared = 195161, df = 3275, p-value < 2.2e-16
chisq.test(df1$Hardness)
## 
##  Chi-squared test for given probabilities
## 
## data:  df1$Hardness
## X-squared = 18030, df = 3275, p-value < 2.2e-16

Box-whisker plots:

boxplot(df1$Hardness)

boxplot(df1$Chloramines, df1$Solids)

boxplot(df1$Hardness, df1$Solids, names = c('Hardness', 'Solids'))
title(xlab = 'Variable', ylab = 'Value')

boxplot(df1$Hardness, df1$Solids, names = c('Hardness', 'Solids'), range = 0, 
xlab = 'Variable', ylab = 'Value', col = 'blue')

boxplot(df1$Hardness, df1$Solids, df1$Chloramines, names = c('Hardness', 'Solids', 'Chloramines'), range = 0, xlab = 'variable', ylab = 'value', col = 'lightblue')

Scatter plots:

plot(df1$Hardness, df1$Solids, pch = "+")

plot(df1$Hardness, df1$Solids, xlab = 'Hardness', ylab = 'Solids', pch = 18 , cex = 4, col = 'lightblue', xlim = c(0, 3500), ylim = c(0, 3500))

plot(Hardness ~ Solids, data = df1)
abline(lm(Hardness ~ Solids, data = df1))

plot(Hardness ~ Solids, data = df1)
abline(lm(Hardness ~ Solids, data = df1), lty = 'dotted', lwd = 2, col = 'red')

plot(Hardness ~ Solids, data = df1, xlab = 'Hardness', ylab = 'Solids', pch = 12, cex = 2, col = 'blue', xlim = c(100, 3200), ylim = c(100, 3200))
abline(lm(Hardness ~ Solids, data = df1), lty = 'twodash', lwd = 2, col = 'green')

plot(df1$Potability, type = 'l')

plot(df1$Conductivity, type = 'o')

with(df1, plot(df1$Solids, df1$Trihalomethanes , type = 'c'))

with(df1[order(df1$Hardness),], plot(sort(df1$Solids), Chloramines, type = 'l'))

plot(df1$Trihalomethanes, type = 'b')

plot(df1$Turbidity, type = 'b')

Multiple correlation plots:

pairs(~ Hardness + Solids + Trihalomethanes + Conductivity, data = df1)

pairs(~ Sulfate + Organic_carbon + Turbidity, data = df1, col ='lightpink', cex = 2, pch = '*')

Pie charts:

pie(head(df1$Chloramines))

pc = c('gray65', 'blue', 'lightblue', 'yellow', 'lightgreen', 'red')
pie(head(df1$Hardness), labels = row.names(df1), col = pc, cex = 1.2)

Cleveland dot charts:

dotchart(df1$Hardness)

dotchart(t(df1$Hardness))

Bar charts:

barplot(df1$Hardness)

barplot(head(df1$Hardness))

barplot(head(df1$Hardness))  
title(xlab = 'Variable', ylab = 'Value')

barplot(head(df1$Solids), xlab = 'variable', ylab = 'value', ylim = c(0,1000), col = 'lightblue')
abline(h = seq(1, 7, 10), lty = 2, lwd = 0.5, col = 'gray40')
box()

barplot(table(head(df1$Hardness)), ylab = 'Variable', xlab = 'Value')
abline(h = 0)

barplot(head(df1$Hardness), beside = TRUE, ylab = 'Variable', xlab = 'Value')

barplot(t(head(df1$Hardness)), beside = TRUE, legend = TRUE, cex.names = 0.8, col = c('black', 'pink', 'lightblue', 'tan', 'red', 'brown'))
title(ylab = 'Variable', xlab = 'Value')

bccol = c('black', 'pink', 'lightblue', 'tan', 'red', 'brown')
barplot(head(df1$Hardness), beside = TRUE, legend = TRUE, horiz = TRUE, xlim = c(0, 60), col = bccol)
title(ylab = 'Variable', xlab = 'value')

Analysis of variance (ANOVA):

dfs.aov = aov(df1$Hardness ~ df1$Solids, data = df1)
head(dfs.aov)
## $coefficients
##   (Intercept)    df1$Solids 
##  2.002409e+02 -1.758599e-04 
## 
## $residuals
##             1             2             3             4             5 
##  8.305923e+00 -6.754169e+01  2.749666e+01  1.800466e+01 -1.597760e+01 
##             6             7             8             9            10 
## -6.871827e+00  5.288677e+01  5.525003e+00 -7.874005e+01  3.147228e+01 
##            11            12            13            14            15 
## -2.901298e+01  2.175289e+01 -4.024190e+01 -4.525948e+01  1.009640e+01 
##            16            17            18            19            20 
## -6.286283e+00  1.625676e+01  7.780082e+01  8.253858e+01  1.876306e+01 
##            21            22            23            24            25 
##  3.111681e+01 -2.651527e+01  1.874544e+01  3.848690e-01 -5.646533e+01 
##            26            27            28            29            30 
##  2.257978e+00  1.356344e+01 -5.214698e+01  7.081631e+01 -4.941592e+01 
##            31            32            33            34            35 
##  1.205712e+01 -6.023722e+00 -7.852326e+01  4.052891e+01  3.464004e+01 
##            36            37            38            39            40 
## -4.837682e+00 -1.197927e+01  1.070342e+02 -5.328011e+01  2.714380e+00 
##            41            42            43            44            45 
##  3.567635e+01 -2.437198e+00  4.351034e+01  4.330606e+00 -1.309842e+01 
##            46            47            48            49            50 
##  2.287133e+01  1.125715e+01 -2.409406e+01 -6.429795e+01  3.737867e+00 
##            51            52            53            54            55 
## -2.701767e+01 -9.767058e+01 -5.173607e+01  1.356961e+01 -1.451666e+01 
##            56            57            58            59            60 
##  6.523552e+01  4.315541e+01 -5.676249e+00 -3.945648e+01 -4.156997e+01 
##            61            62            63            64            65 
##  3.881492e+01  1.646392e+01  3.552822e+01 -7.611095e-01 -6.675870e+01 
##            66            67            68            69            70 
##  1.590212e+01  4.446141e+01 -9.195403e+01  1.321600e+01 -1.596080e+01 
##            71            72            73            74            75 
## -1.596570e+01 -7.809887e+01 -6.587413e+01  4.602975e+01  2.167321e+01 
##            76            77            78            79            80 
##  1.563022e+01 -3.745882e+01 -2.992512e+01 -1.925397e+01  2.289250e+01 
##            81            82            83            84            85 
##  3.856880e+01 -2.930850e+01  6.403155e+00  6.350718e+01 -6.221640e+01 
##            86            87            88            89            90 
## -2.516468e+00  3.661053e+01  2.716120e+00  1.022766e+02  1.115980e+01 
##            91            92            93            94            95 
##  7.554694e-01  4.093886e+00  4.126954e+01  5.789412e+01  4.947231e+00 
##            96            97            98            99           100 
##  2.328525e+00  2.462802e+01 -6.066015e+01 -7.558222e+01 -3.329616e+01 
##           101           102           103           104           105 
## -2.911128e+01  2.504979e+01 -2.254638e+01 -2.484114e+01 -5.317149e+00 
##           106           107           108           109           110 
##  7.925740e+00  1.726487e+01  5.606916e+01 -5.360203e+00 -1.219387e+01 
##           111           112           113           114           115 
##  2.458572e+01  2.827912e+01  5.843957e+01  1.534572e+01  2.203012e+01 
##           116           117           118           119           120 
## -4.881900e+00  6.408970e+01  4.288737e+01 -7.614259e+01  3.825981e+00 
##           121           122           123           124           125 
## -5.853721e+01 -5.039227e+01  3.539045e+01  7.154330e+01  3.609349e+01 
##           126           127           128           129           130 
##  2.184195e+01  5.759435e+01  1.185728e+01  3.097931e+01  5.049977e+00 
##           131           132           133           134           135 
## -4.643280e+01 -3.876928e+01 -4.133964e+01  5.131166e+01  3.584553e+00 
##           136           137           138           139           140 
## -3.381810e+00 -3.687523e+01 -1.744700e+01  4.066285e+00  5.445940e+00 
##           141           142           143           144           145 
##  7.255894e+01 -2.917145e+01 -5.074984e+00  8.455350e+00  2.444198e+01 
##           146           147           148           149           150 
## -4.939850e+00 -3.971061e+01  6.551459e+01 -4.322083e+01 -9.196070e+01 
##           151           152           153           154           155 
##  2.280761e+00 -4.080943e+01  9.126186e-02 -1.708394e+01  4.135962e+01 
##           156           157           158           159           160 
##  2.006006e+01  8.497620e+01 -7.311666e+00  1.839125e+01  3.751748e+01 
##           161           162           163           164           165 
##  5.085865e+01  4.564756e+01 -4.396707e+01 -5.705744e+01  4.121048e+00 
##           166           167           168           169           170 
##  7.703171e+01 -2.312376e+01  5.983497e+00  8.857325e+00 -7.128800e+01 
##           171           172           173           174           175 
##  1.211267e+01  3.732648e+01  4.201044e+01  3.655732e+01 -8.088595e+00 
##           176           177           178           179           180 
## -5.547942e+01  5.128406e+00  6.339685e+01 -2.181555e+01  5.487179e+00 
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##           811           812           813           814           815 
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##           816           817           818           819           820 
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## -4.123826e+01  2.743045e+01 -7.687426e-01  5.753393e+01  7.765945e+00 
##           861           862           863           864           865 
##  2.063799e+01 -1.047834e+01  1.840895e+01  3.138294e+01 -2.386981e+01 
##           866           867           868           869           870 
##  7.021785e+00 -2.708932e+01  2.556474e+01  2.121542e+01  4.674098e+00 
##           871           872           873           874           875 
##  1.653306e+01  2.206934e+01 -2.057119e+01  3.337168e+01  2.047534e+01 
##           876           877           878           879           880 
## -9.367577e+00 -2.054062e+01 -1.997876e+01  1.670757e+01  1.342289e+01 
##           881           882           883           884           885 
## -1.579690e+01  1.161049e+01  1.925338e+00 -8.113895e+00 -9.759482e+00 
##           886           887           888           889           890 
## -3.330783e+01  4.160440e-01 -3.376938e+01  2.501671e+00 -2.801845e+01 
##           891           892           893           894           895 
## -2.253476e+01  2.570023e+01 -8.107329e+00 -2.080003e-01 -1.932290e+01 
##           896           897           898           899           900 
##  5.292789e+00 -9.470473e+00 -1.675056e+01 -5.678440e+01 -3.015977e+01 
##           901           902           903           904           905 
## -6.427539e+00 -1.693334e+01  6.177512e+00 -3.304590e-01 -3.682644e+01 
##           906           907           908           909           910 
## -2.031187e+00  2.208209e+01  2.679293e+01 -2.686042e-01 -2.971059e+01 
##           911           912           913           914           915 
##  7.156681e-01  1.551170e+01 -1.256044e+00 -1.366032e-02 -6.241326e+00 
##           916           917           918           919           920 
##  4.077700e+01  5.902232e-01 -2.053759e+01 -8.392642e+00  1.697419e+01 
##           921           922           923           924           925 
##  2.958431e+01  3.815992e+00 -9.506220e+00  1.979362e+01 -3.030243e+01 
##           926           927           928           929           930 
##  1.107605e+00 -8.707025e+00  7.789215e+00 -4.974644e+01  4.040578e+00 
##           931           932           933           934           935 
## -3.339772e+01 -3.662399e+01  7.073434e+00  6.875076e+00  1.305091e+00 
##           936           937           938           939           940 
##  3.812681e+00 -1.050264e+01 -5.313993e+00  5.315477e+01  1.094579e+01 
##           941           942           943           944           945 
##  3.139873e+01  1.321140e+01  8.186717e+00  3.052765e+00 -4.669749e+01 
##           946           947           948           949           950 
##  3.323172e+01 -5.816832e+00 -4.182057e+00  2.359254e+01 -1.812421e+01 
##           951           952           953           954           955 
## -5.517826e+00  3.725976e+01  2.291820e+01 -3.371773e+01  1.763249e+01 
##           956           957           958           959           960 
##  7.137090e+00  1.263077e+01  1.552249e+01  2.926892e+01 -3.827871e+01 
##           961           962           963           964           965 
## -6.460953e+00 -7.344007e+00  1.407847e+01 -6.991575e+00  1.541922e+01 
##           966           967           968           969           970 
##  5.448941e+00 -1.270857e+01  2.914496e+01  5.530717e+00 -4.774813e+00 
##           971           972           973           974           975 
##  3.967430e-01  3.383834e+01  1.298349e+01  4.416000e+01 -2.258559e+01 
##           976           977           978           979           980 
##  1.937597e+01 -1.502090e+00 -6.632677e+00  9.246250e+00 -1.350281e+01 
##           981           982           983           984           985 
## -3.906979e+00  1.758451e+01  2.068474e+01  4.692468e-01  4.282778e+01 
##           986           987           988           989           990 
##  1.636015e+01  2.533568e+00  8.574825e+00 -4.877273e+00  1.275957e+00 
##           991           992           993           994           995 
## -2.969676e+01 -2.696596e+00  3.354912e+01  3.334216e+01 -1.581434e+00 
##           996           997           998           999          1000 
##  5.038428e+00 -2.922574e+01  3.595303e+01  8.711836e+00  4.049036e+01 
##          1001          1002          1003          1004          1005 
## -1.314798e+01  1.446258e+01  1.523978e+01 -8.181842e+00  3.282388e+01 
##          1006          1007          1008          1009          1010 
##  4.242632e+01 -1.952441e+01  3.544972e+01 -1.313200e+01  3.652767e-01 
##          1011          1012          1013          1014          1015 
## -6.183423e+00  1.606457e+00 -1.738332e+01  3.450240e+01 -1.748822e+01 
##          1016          1017          1018          1019          1020 
##  1.349630e+01  2.386477e+01  2.125902e+01  2.239632e+01 -2.139700e+01 
##          1021          1022          1023          1024          1025 
## -3.070030e+01  4.475415e+01  9.394549e+00  3.038991e+01  4.508443e+01 
##          1026          1027          1028          1029          1030 
## -1.801779e+01 -2.333280e+01  3.762577e+01 -2.694606e+01 -1.961826e+01 
##          1031          1032          1033          1034          1035 
##  3.189859e+01 -3.652724e+01 -2.890765e+01  1.932977e+00  1.940451e+01 
##          1036          1037          1038          1039          1040 
##  1.965641e+01 -3.848739e+01 -7.873338e+00 -3.566484e+00 -5.046649e+01 
##          1041          1042          1043          1044          1045 
##  1.192700e+01  5.276051e+00  3.251286e+01  5.799857e+01  7.898823e+00 
##          1046          1047          1048          1049          1050 
##  4.115962e+01  2.145687e+00  1.277584e+01  2.849882e+01  8.239635e+00 
##          1051          1052          1053          1054          1055 
## -4.794751e+01  6.582109e+00  2.595800e+01  9.617350e+00 -1.392426e+01 
##          1056          1057          1058          1059          1060 
##  8.735313e+00 -3.044856e+01  4.188462e+01 -4.401935e+00  1.128383e+00 
##          1061          1062          1063          1064          1065 
##  2.142682e+01 -1.268947e+01  1.279984e+01 -2.463965e+01 -2.530594e+01 
##          1066          1067          1068          1069          1070 
##  2.627460e+01 -3.585812e+01  2.047402e+01 -3.402981e+01  1.942447e+00 
##          1071          1072          1073          1074          1075 
## -4.159559e+00  2.043654e+01 -2.242808e+01 -2.778127e+01  4.176292e+01 
##          1076          1077          1078          1079          1080 
##  2.741712e+01  7.231839e+00 -4.331212e+01  1.348347e+01  7.398557e+00 
##          1081          1082          1083          1084          1085 
##  1.645717e+01 -1.828841e+01  3.374342e+01 -6.951345e-01 -2.838538e+01 
##          1086          1087          1088          1089          1090 
## -5.960263e+00 -4.034326e+00  2.505296e+00  4.187794e+01  2.110659e+00 
##          1091          1092          1093          1094          1095 
##  3.421589e+01  3.582297e+00  7.971640e+00 -2.588073e+00  2.201024e+01 
##          1096          1097          1098          1099          1100 
##  1.196875e+01 -5.015671e+01 -1.744472e+01 -6.559663e+00 -3.960334e+01 
##          1101          1102          1103          1104          1105 
##  1.491706e+01 -2.531317e+01 -1.418856e+01  3.294178e+01  1.584474e+01 
##          1106          1107          1108          1109          1110 
## -3.301356e+01 -2.880652e+01  4.022129e+01 -4.897435e+01  1.787955e+01 
##          1111          1112          1113          1114          1115 
##  8.082483e+00  2.879229e+01  2.105749e+00 -3.899774e+01 -2.511797e+01 
##          1116          1117          1118          1119          1120 
## -9.362678e+00  1.657328e+01 -1.603934e+01 -5.417032e+00 -1.196493e+01 
##          1121          1122          1123          1124          1125 
##  7.310360e+00 -3.825235e+01  2.526885e+01 -3.619115e+00 -1.161682e+01 
##          1126          1127          1128          1129          1130 
## -4.546796e+01  8.286151e+00 -4.019964e+01  3.577537e+01  2.744687e+01 
##          1131          1132          1133          1134          1135 
## -3.079630e+01  5.939785e+01 -7.614257e+00 -1.442705e+01  2.415955e+01 
##          1136          1137          1138          1139          1140 
##  9.678067e+00 -6.756182e+00 -4.364266e+01 -5.957052e+01  2.570593e+01 
##          1141          1142          1143          1144          1145 
##  3.106278e-01 -2.936864e+01  1.097781e+01 -4.663751e+01  1.125098e+01 
##          1146          1147          1148          1149          1150 
##  4.540683e+00 -2.343536e+01 -1.211562e+01  8.074377e+00 -1.910077e+01 
##          1151          1152          1153          1154          1155 
##  2.571254e+01  2.805407e+01 -1.055663e+01 -9.061993e+00 -1.478614e+01 
##          1156          1157          1158          1159          1160 
## -3.045654e+01 -4.930933e+00  8.944030e+00 -2.674489e+01 -3.218684e+00 
##          1161          1162          1163          1164          1165 
##  3.234012e+00 -3.800494e+01 -2.318141e+01 -7.747286e-01 -1.050096e+01 
##          1166          1167          1168          1169          1170 
##  2.122715e+01 -1.260106e+01 -1.257218e+01  2.084128e+01 -1.534892e+01 
##          1171          1172          1173          1174          1175 
## -1.369567e+01 -7.207283e+00  1.638454e+01  1.212359e+01 -3.142090e+01 
##          1176          1177          1178          1179          1180 
## -3.194172e+01  2.610726e+01 -4.176461e-02 -1.668530e+01  1.613701e+01 
##          1181          1182          1183          1184          1185 
## -2.164451e+00 -3.386339e+01  4.047948e+01 -8.232231e+00  5.678037e+00 
##          1186          1187          1188          1189          1190 
##  1.755841e+01 -6.742395e+01 -3.284711e+01  3.090236e+01 -1.632409e+01 
##          1191          1192          1193          1194          1195 
##  1.533596e+01 -2.073625e+01  5.256555e+01 -3.746155e+01 -5.026188e+00 
##          1196          1197          1198          1199          1200 
## -1.400203e+00  1.514819e+01  2.585774e+01 -1.507274e+00 -3.746463e+00 
##          1201          1202          1203          1204          1205 
##  1.325651e+01  3.113636e+00 -1.652307e+01 -1.616239e+01  8.262873e-01 
##          1206          1207          1208          1209          1210 
##  5.750990e+01 -6.024859e+01  2.321376e+01 -3.910034e+01 -1.765072e+01 
##          1211          1212          1213          1214          1215 
## -1.078377e+01 -1.641220e+01  2.873468e+01 -1.751284e+01  2.681192e+01 
##          1216          1217          1218          1219          1220 
## -3.904012e+01 -2.614295e+00 -1.632611e+00  9.449806e+00 -1.960076e+01 
##          1221          1222          1223          1224          1225 
##  1.545494e+01 -2.956920e+01  8.360716e+00 -1.113732e+01  5.111012e-01 
##          1226          1227          1228          1229          1230 
##  2.162582e+01  3.528798e+01 -9.421010e+00 -1.088560e+01 -2.023982e+01 
##          1231          1232          1233          1234          1235 
##  1.721569e+01 -4.314622e+01 -3.755148e+00 -1.580397e+00 -2.307356e+01 
##          1236          1237          1238          1239          1240 
## -9.608067e+00 -2.043722e+01 -1.557322e+01  4.663696e+00  1.522811e+01 
##          1241          1242          1243          1244          1245 
## -6.443216e+00 -3.997107e+00  1.963929e+01 -2.554934e+01 -3.880338e+01 
##          1246          1247          1248          1249          1250 
## -1.152559e+01 -2.604861e+01  1.725696e+01 -4.066073e+00 -1.372666e+01 
##          1251          1252          1253          1254          1255 
## -3.201509e+00  4.875781e+01  1.511002e+00 -6.207374e-01 -1.839603e+01 
##          1256          1257          1258          1259          1260 
##  1.206125e+01 -1.069686e+01 -3.363834e+01  1.655452e+00 -3.450280e+01 
##          1261          1262          1263          1264          1265 
##  1.078436e+01 -3.512633e+00 -2.057669e+01  3.018719e+01  1.135627e-01 
##          1266          1267          1268          1269          1270 
## -1.556308e+01  5.845468e+00  1.714732e+01 -2.935537e+01 -4.518222e+00 
##          1271          1272          1273          1274          1275 
## -1.849930e+01  5.492316e+01  1.987308e+01  2.918399e+00  2.275779e+01 
##          1276          1277          1278          1279          1280 
## -2.164691e+01  1.024638e+01  1.908850e+01 -1.740320e+01  9.008250e+00 
##          1281          1282          1283          1284          1285 
## -1.185887e+00 -3.716233e+01 -5.342217e-01 -1.765857e+01 -2.140002e+00 
##          1286          1287          1288          1289          1290 
## -2.081753e+01 -4.751974e+01  9.375223e+00  1.119525e+01 -3.988077e+01 
##          1291          1292          1293          1294          1295 
##  1.712375e+01 -3.423794e+01 -2.002823e+01 -1.661508e+01 -8.038871e+00 
##          1296          1297          1298          1299          1300 
## -1.804633e+01 -2.884203e+01  3.766646e+00  6.613119e+00  1.321838e+01 
##          1301          1302          1303          1304          1305 
## -3.364732e+00 -4.489101e+01  5.014327e+01  1.911753e+01  7.584300e-01 
##          1306          1307          1308          1309          1310 
## -5.032095e+00  3.294542e+01 -4.115588e+01 -1.815729e+01 -2.175458e+01 
##          1311          1312          1313          1314          1315 
## -1.617623e+01 -7.230332e+00 -1.012546e+01 -3.687980e+00 -3.844498e+01 
##          1316          1317          1318          1319          1320 
## -7.603089e-01 -2.904651e+00 -2.841341e+00  3.024186e+01  2.607160e+01 
##          1321          1322          1323          1324          1325 
##  2.451948e+01  3.146729e+01  4.404021e+01 -1.124286e-01 -2.459212e+01 
##          1326          1327          1328          1329          1330 
## -2.527141e+01  7.445899e+00 -4.375933e+01  2.917370e+01 -6.928749e+00 
##          1331          1332          1333          1334          1335 
##  1.108945e+01 -1.326366e+01  1.936425e+01 -4.572863e+01 -1.355512e+01 
##          1336          1337          1338          1339          1340 
## -1.351763e+01  1.837421e+00 -8.925759e+00 -3.195604e+01  2.108222e+01 
##          1341          1342          1343          1344          1345 
## -2.347072e+01  1.495807e+00  5.479141e+00  9.839573e+00 -1.030766e+01 
##          1346          1347          1348          1349          1350 
##  3.827595e+01 -2.578938e+01 -3.766018e+01  4.073710e+00  1.299096e+01 
##          1351          1352          1353          1354          1355 
## -5.653877e-01 -1.435806e+01  2.070307e+01 -1.625553e+01 -1.717510e+01 
##          1356          1357          1358          1359          1360 
## -2.556900e+01  1.558040e+01  4.802066e+00  6.157663e+00 -2.863025e+01 
##          1361          1362          1363          1364          1365 
##  3.057813e+01 -2.386144e+01 -1.593138e+01 -1.592898e+01 -3.382010e+01 
##          1366          1367          1368          1369          1370 
##  7.250546e+00  4.696642e+01  2.070538e+00  3.337434e+01  4.581880e+00 
##          1371          1372          1373          1374          1375 
## -4.091293e+00  2.233410e+01 -6.044436e+00  2.822859e+01  1.419495e+01 
##          1376          1377          1378          1379          1380 
## -2.192393e+01  8.003062e+00  1.436210e+01  1.491333e+01  3.025147e+00 
##          1381          1382          1383          1384          1385 
##  7.578378e+00 -2.386978e+01 -2.785347e+01 -3.033313e+01 -1.604323e+01 
##          1386          1387          1388          1389          1390 
##  9.119486e+00 -1.149652e+01  2.204481e+00 -7.886308e+00 -3.646075e+01 
##          1391          1392          1393          1394          1395 
##  4.206849e+00  1.045171e+00 -4.654205e+00  6.957932e+00 -1.498964e+01 
##          1396          1397          1398          1399          1400 
##  5.088435e+00  1.554025e+01 -6.788770e+00  1.094210e+01 -8.573792e-01 
##          1401          1402          1403          1404          1405 
##  3.567922e+01  6.106883e+00 -1.481785e+01  9.409804e+00  4.859923e-01 
##          1406          1407          1408          1409          1410 
##  1.732862e+01  1.602047e+01  3.919554e+00 -1.747685e+01  1.029050e+01 
##          1411          1412          1413          1414          1415 
##  1.531832e+01  2.441187e+01  1.283508e+00 -1.507624e+01  1.934070e+01 
##          1416          1417          1418          1419          1420 
##  3.264994e+00 -4.004237e+01 -1.383501e+01 -1.383800e+01  1.660116e+01 
##          1421          1422          1423          1424          1425 
## -1.503884e+01 -1.298157e+00 -1.485528e+01 -3.721251e+01  1.798767e+01 
##          1426          1427          1428          1429          1430 
## -2.186445e+01 -3.251488e+00 -2.158025e+01 -2.923487e+01  3.779786e+00 
##          1431          1432          1433          1434          1435 
##  2.200485e+01 -1.440796e+01 -9.783950e+00  1.128149e+01 -7.012730e-01 
##          1436          1437          1438          1439          1440 
## -2.515524e+01  1.686119e+01  2.197678e+01 -1.855286e+01 -5.174183e+01 
##          1441          1442          1443          1444          1445 
##  1.251913e+01  1.351965e+00 -1.626681e+01 -2.247957e+00 -3.335837e+01 
##          1446          1447          1448          1449          1450 
##  3.478480e+01  8.741866e-01 -2.183231e+00 -1.090763e+01  3.895255e+01 
##          1451          1452          1453          1454          1455 
##  1.668667e+01  4.469984e+01 -4.366935e+00  1.800992e+00 -8.463596e+00 
##          1456          1457          1458          1459          1460 
##  6.019615e+00  2.016429e+01 -3.913975e+00 -3.616347e+01 -1.344874e+01 
##          1461          1462          1463          1464          1465 
##  2.692064e+01  5.742409e+00  3.664086e+01 -1.708699e+01 -2.805184e+01 
##          1466          1467          1468          1469          1470 
##  1.446052e-02  1.080407e+01 -1.950732e+01 -2.231335e+01  3.236353e+00 
##          1471          1472          1473          1474          1475 
## -1.110281e+01  2.343372e+01 -3.794155e+01  2.388357e+01  1.034541e+01 
##          1476          1477          1478          1479          1480 
##  1.721359e+01 -3.883833e+00  6.765584e+00 -7.535599e+00  2.036675e+01 
##          1481          1482          1483          1484          1485 
##  1.108151e+01  3.656129e+01  2.474764e+01  4.722536e+01 -4.717930e+01 
##          1486          1487          1488          1489          1490 
##  5.175271e+01 -1.848040e+01 -6.831335e+01  5.655077e+00  4.191204e+01 
##          1491          1492          1493          1494          1495 
##  1.114000e+02  5.299743e+00 -2.371909e+00 -4.745048e+01 -2.354944e+00 
##          1496          1497          1498          1499          1500 
## -3.079438e+01 -4.439137e+01  2.184962e+01 -1.226950e+01  2.173004e+01 
##          1501          1502          1503          1504          1505 
## -2.392779e+01  1.686394e+01  2.907520e+00  7.613029e+01  2.971194e+01 
##          1506          1507          1508          1509          1510 
## -7.290762e+00 -5.068049e+00 -3.409929e+01 -1.069126e+01 -3.356357e+01 
##          1511          1512          1513          1514          1515 
## -3.552589e+01 -3.734072e+01  2.660573e+01  2.159087e+01 -5.573860e+01 
##          1516          1517          1518          1519          1520 
## -3.781961e+01 -3.675648e+01 -1.978415e+01  2.619983e+01  1.289622e+01 
##          1521          1522          1523          1524          1525 
##  1.819426e+01  1.613068e+01  3.647751e+01  6.452119e+01  1.181593e+01 
##          1526          1527          1528          1529          1530 
## -8.551015e+01 -2.285927e+01 -4.859362e+01 -1.369119e+01 -1.202726e+01 
##          1531          1532          1533          1534          1535 
##  1.223959e+00  6.676105e+00  6.558360e+01  2.084280e+01  6.886490e+00 
##          1536          1537          1538          1539          1540 
##  9.439680e+01 -9.112262e+01  3.460705e+00  4.179165e+00 -4.853991e+01 
##          1541          1542          1543          1544          1545 
## -1.124108e+01  4.099113e+00 -9.948796e+01  3.444260e+01  9.488011e+00 
##          1546          1547          1548          1549          1550 
## -3.990511e+01 -2.492461e+01  6.209329e+00 -1.340803e+00 -2.350550e+01 
##          1551          1552          1553          1554          1555 
##  1.305052e+01 -2.909967e+01  6.722594e+00 -1.593592e+01  2.536699e+01 
##          1556          1557          1558          1559          1560 
##  4.909522e+01 -3.407681e+01  3.043120e+01 -6.740174e+01  4.127919e+01 
##          1561          1562          1563          1564          1565 
##  2.149128e+01 -2.634894e+01 -6.404306e+00 -3.971426e+00  8.873594e+01 
##          1566          1567          1568          1569          1570 
##  3.631872e+01 -7.567984e+01 -8.865379e+00  3.598252e+00  2.305110e+01 
##          1571          1572          1573          1574          1575 
## -1.053264e+01 -9.843835e-01  3.523835e+01 -1.287900e+01 -1.509931e+01 
##          1576          1577          1578          1579          1580 
##  6.654854e+01 -2.698386e+01  1.516517e+01  3.517610e+01 -1.771947e+01 
##          1581          1582          1583          1584          1585 
##  1.685609e+00 -8.470563e+00 -7.747253e+00  2.825092e+01 -4.263407e+00 
##          1586          1587          1588          1589          1590 
## -3.396509e+01 -4.039672e+01  2.030069e+01  1.870974e+01  5.326015e+01 
##          1591          1592          1593          1594          1595 
## -1.874417e+01 -1.970423e+01 -9.485926e+00 -2.567873e+01  7.477597e+00 
##          1596          1597          1598          1599          1600 
##  5.327422e+00 -3.675430e+01  2.247780e+01  3.417190e+01  8.124158e+01 
##          1601          1602          1603          1604          1605 
## -4.127130e+01 -3.355790e+01 -3.105135e+01  5.152154e+01 -6.108025e+01 
##          1606          1607          1608          1609          1610 
## -4.873215e+01 -1.513089e+01 -2.363756e+00  8.714627e-01 -3.120800e+01 
##          1611          1612          1613          1614          1615 
## -2.975726e+01 -5.240686e+00  1.274398e+01 -4.062621e+01 -1.390626e+01 
##          1616          1617          1618          1619          1620 
## -2.254971e+01  9.356540e+00  1.677845e+01 -1.791524e+01  1.113751e+01 
##          1621          1622          1623          1624          1625 
##  1.057297e+00 -6.307925e+00  1.834092e+01  7.388366e+01 -1.854145e+01 
##          1626          1627          1628          1629          1630 
##  1.014286e+01  2.916519e+01 -2.011375e+01 -1.892299e+01 -5.710569e+01 
##          1631          1632          1633          1634          1635 
## -5.795539e+00  6.299729e+01 -3.065026e+01 -6.559619e-02  2.907731e+01 
##          1636          1637          1638          1639          1640 
## -4.001197e+01  3.758894e+01 -3.912463e+01 -1.254637e+01  2.187660e+01 
##          1641          1642          1643          1644          1645 
## -4.356374e+01  3.062531e+01 -3.748361e+01  7.019613e+01  2.790921e+01 
##          1646          1647          1648          1649          1650 
##  3.288913e+01  5.129913e+01  1.155184e+01  1.838239e+01 -9.537081e+01 
##          1651          1652          1653          1654          1655 
## -8.022813e+01 -3.301410e+01  3.904256e+01 -5.730190e+00  1.101541e+01 
##          1656          1657          1658          1659          1660 
## -7.401082e+00  2.569243e+01 -9.463341e-01  1.870395e+01 -5.128139e+01 
##          1661          1662          1663          1664          1665 
## -7.095251e+01  1.243070e+01  3.019959e+01  9.938717e+00  1.640210e+01 
##          1666          1667          1668          1669          1670 
##  2.652939e+01  1.776329e+01  4.064719e+01 -4.864246e+01  7.524807e+01 
##          1671          1672          1673          1674          1675 
## -2.169242e+01 -4.589545e+01 -5.936582e+01  5.342395e+01 -1.868179e+01 
##          1676          1677          1678          1679          1680 
## -3.398794e+00 -3.094017e+01 -2.796216e+01 -3.948771e+01  4.033998e+01 
##          1681          1682          1683          1684          1685 
## -5.687585e-01  2.558339e+01 -4.830834e+01  4.391887e+01  4.091032e+01 
##          1686          1687          1688          1689          1690 
##  5.406154e+01 -1.018875e+01 -2.176852e+01  2.557672e+01  1.654509e+01 
##          1691          1692          1693          1694          1695 
##  1.346873e+01 -2.444589e+01 -4.150536e+01 -4.120491e+01  4.545874e+01 
##          1696          1697          1698          1699          1700 
## -3.081745e+01  9.564903e+00 -3.253838e+01 -3.483275e+01  6.937967e+01 
##          1701          1702          1703          1704          1705 
##  2.550685e+01  2.975369e+01 -7.363642e+01  6.054559e+01 -1.577470e+01 
##          1706          1707          1708          1709          1710 
##  2.211194e+01 -1.839807e+01 -6.875647e+00 -5.840765e+01  3.654296e+00 
##          1711          1712          1713          1714          1715 
## -6.875678e+00  1.213966e+01 -9.952723e+00 -2.041066e+01 -2.191087e+01 
##          1716          1717          1718          1719          1720 
## -3.204334e+00  5.071137e+01 -3.862293e+01 -2.097522e+01 -8.292956e+00 
##          1721          1722          1723          1724          1725 
##  2.336479e+01  6.224024e+00  1.057635e+01  4.350683e+01 -6.087188e+00 
##          1726          1727          1728          1729          1730 
##  8.099286e+01 -3.099584e+01  6.103863e+01 -2.767991e+01  4.008340e+01 
##          1731          1732          1733          1734          1735 
## -2.154087e+01 -3.400382e+01  1.811189e+00 -7.535852e+00 -5.527566e+00 
##          1736          1737          1738          1739          1740 
##  4.704301e+01  2.287737e+01  1.101620e+01 -3.137145e-01 -1.154092e+01 
##          1741          1742          1743          1744          1745 
##  2.153622e+01 -1.749367e+01 -1.304722e+01 -8.799983e+01  2.280607e+01 
##          1746          1747          1748          1749          1750 
##  6.578734e+00 -3.100595e+01  7.937897e+01 -2.859347e+01 -3.859449e+01 
##          1751          1752          1753          1754          1755 
## -1.295622e+01  4.130957e+01 -2.451359e+01  1.819715e+01  3.615343e+01 
##          1756          1757          1758          1759          1760 
## -5.015338e+00 -1.432898e+01  6.232827e+01  4.603891e+01 -1.888976e+01 
##          1761          1762          1763          1764          1765 
##  4.564320e+01  1.207317e+01 -3.810554e+00 -4.683489e+01  2.540327e+01 
##          1766          1767          1768          1769          1770 
## -6.983489e+01 -7.201432e+01  7.173282e+01  2.255418e+01 -6.424013e+01 
##          1771          1772          1773          1774          1775 
##  3.473778e+00  7.540473e+01 -3.734012e+01 -6.634669e+01  5.382455e+00 
##          1776          1777          1778          1779          1780 
## -2.758727e+01 -2.619055e+01  8.113962e+01 -4.650337e+00  1.059851e+01 
##          1781          1782          1783          1784          1785 
## -5.252176e+00  1.460840e+01  1.336570e+01 -4.632888e+01 -2.335804e+01 
##          1786          1787          1788          1789          1790 
## -1.776108e+01 -2.472289e+01 -1.152133e+01 -2.729622e+01  6.153160e+01 
##          1791          1792          1793          1794          1795 
##  7.710615e+01 -3.131936e+01  3.281317e+01 -2.503990e+01 -4.495537e+01 
##          1796          1797          1798          1799          1800 
## -2.757949e+01  2.577169e+01 -3.984378e+01  3.780021e+01 -3.292369e+01 
##          1801          1802          1803          1804          1805 
## -1.852897e+01 -1.240399e+01  5.580726e+01 -5.886118e+01 -3.710501e+01 
##          1806          1807          1808          1809          1810 
## -3.074902e+00 -2.177918e+01  2.467167e+01 -3.047573e+01  1.934626e+01 
##          1811          1812          1813          1814          1815 
##  3.422282e+01  5.025385e+01 -9.135444e-01 -1.423300e+01 -4.802477e+01 
##          1816          1817          1818          1819          1820 
## -7.559484e+01 -1.028382e+01  3.122322e+01 -2.147052e+00  1.664599e+01 
##          1821          1822          1823          1824          1825 
##  8.599355e+00 -1.039928e+01 -2.985429e+01 -1.440265e+01  5.653860e+00 
##          1826          1827          1828          1829          1830 
##  2.442634e+01  7.701956e+01 -2.316226e+01  2.294981e+01 -8.018029e+01 
##          1831          1832          1833          1834          1835 
##  6.045077e+01 -5.896328e+01  3.932058e+01  4.049859e+01 -4.753793e+01 
##          1836          1837          1838          1839          1840 
##  4.851662e+01 -5.971608e+01  2.077267e+01  5.579863e+01  5.151650e+01 
##          1841          1842          1843          1844          1845 
##  4.275323e+01 -4.425421e+01 -3.636398e+01 -3.446310e+00  5.481095e+01 
##          1846          1847          1848          1849          1850 
##  5.156576e+00 -2.632550e+01  9.289864e+00 -4.475204e+01  3.937241e+01 
##          1851          1852          1853          1854          1855 
##  6.047653e+01 -1.867013e+01 -3.148567e+01 -3.688409e+01  4.468853e+01 
##          1856          1857          1858          1859          1860 
## -1.043372e+01  3.424299e+01  4.662992e+00 -7.674475e+01 -7.819655e+01 
##          1861          1862          1863          1864          1865 
##  4.076229e+01  1.156605e+01 -3.291410e+01 -6.992108e+01  3.649843e+01 
##          1866          1867          1868          1869          1870 
##  2.095911e+01 -1.183981e+01 -2.607570e+01 -8.357502e+01 -1.748696e+01 
##          1871          1872          1873          1874          1875 
##  2.160278e+01  2.196503e+01 -4.484060e+01 -2.827676e+01  1.978416e+01 
##          1876          1877          1878          1879          1880 
##  4.659347e+01 -1.684659e+01  7.207019e+00  3.762344e+00  1.899976e+01 
##          1881          1882          1883          1884          1885 
## -1.026617e+01 -3.350181e+01  2.210711e+01  2.790885e+01 -2.308491e+01 
##          1886          1887          1888          1889          1890 
## -3.065241e+01 -3.553868e+00 -7.228974e+00 -2.313317e+01 -2.282953e+01 
##          1891          1892          1893          1894          1895 
##  7.843524e+01 -2.354518e+01 -7.480814e+00  4.925344e+01  2.796143e+00 
##          1896          1897          1898          1899          1900 
##  1.806438e+01  3.157377e+01 -6.112834e+01 -5.993386e+01  1.809776e+01 
##          1901          1902          1903          1904          1905 
##  1.379608e+01  8.149292e+00 -1.276389e+01  4.393491e+01 -1.757463e+01 
##          1906          1907          1908          1909          1910 
## -1.395071e+01 -1.929197e+00  3.957688e+01 -6.450934e+01  1.208318e+00 
##          1911          1912          1913          1914          1915 
## -4.942078e+01 -2.020340e-01  1.199117e+01  3.352009e+01 -1.397545e+01 
##          1916          1917          1918          1919          1920 
## -8.399688e+00  6.044473e+01 -2.581417e+01 -4.128789e+01  4.668316e+01 
##          1921          1922          1923          1924          1925 
##  2.616852e+01  3.929709e+01  2.742687e+01  2.001284e+01  2.737787e+01 
##          1926          1927          1928          1929          1930 
## -4.417061e+00 -1.449175e+01 -1.596403e+01  7.517956e+00  1.170034e+01 
##          1931          1932          1933          1934          1935 
##  2.302617e+01 -1.748483e+01  1.675222e+01 -4.050032e+00 -1.231314e+01 
##          1936          1937          1938          1939          1940 
## -2.391052e+01 -3.231377e+01 -3.692783e+01  1.255726e+01 -1.578011e+01 
##          1941          1942          1943          1944          1945 
##  2.928070e+00 -8.524913e+00 -2.485117e+01  4.489580e+01 -4.605522e+01 
##          1946          1947          1948          1949          1950 
##  2.919042e+00  1.818055e+01 -3.912718e+01  3.723984e+01 -1.436607e+01 
##          1951          1952          1953          1954          1955 
## -1.898106e+01 -1.916010e+01 -2.923457e+01 -4.790756e+01 -2.959141e+01 
##          1956          1957          1958          1959          1960 
##  3.374551e+01  2.270687e+01 -4.016672e+01  3.653708e+00 -2.989751e+01 
##          1961          1962          1963          1964          1965 
##  3.443586e+01  8.971074e+00 -3.149364e+01 -2.158240e+01  5.165453e+01 
##          1966          1967          1968          1969          1970 
##  1.077332e+00 -1.215099e+01 -5.423373e+01  1.454176e+01  3.669388e+01 
##          1971          1972          1973          1974          1975 
## -9.029779e+00 -1.155004e+01 -5.894312e+01  1.143723e+00 -4.660421e+00 
##          1976          1977          1978          1979          1980 
##  2.677890e+01  6.349276e+00  1.059031e+01  1.027359e+01 -4.596865e+01 
##          1981          1982          1983          1984          1985 
##  2.213304e+01  1.306593e+01 -6.638237e+01  1.827037e+00 -2.461665e+00 
##          1986          1987          1988          1989          1990 
## -7.561549e+00 -3.535350e+01 -4.313806e+01  9.012608e+00  8.320736e+01 
##          1991          1992          1993          1994          1995 
##  5.503611e+01 -1.542388e+01 -6.879122e+01  3.674410e+01  2.690045e+01 
##          1996          1997          1998          1999          2000 
##  1.316296e+01  1.392433e+01  1.979531e+01  1.685269e+01  3.311693e+01 
##          2001          2002          2003          2004          2005 
##  6.017000e-01 -3.021307e+01  2.373361e+01  2.918991e+01  4.029606e+01 
##          2006          2007          2008          2009          2010 
##  2.962537e+00  1.692040e+01 -1.620393e+01 -2.684694e+01 -8.856766e+00 
##          2011          2012          2013          2014          2015 
##  4.330668e+01  3.668207e+01  8.976875e+01 -1.809707e+00 -5.002581e+01 
##          2016          2017          2018          2019          2020 
##  2.628351e+01  2.727050e+00  2.374070e+01  4.307453e+01 -4.533539e+01 
##          2021          2022          2023          2024          2025 
##  1.697111e+01 -3.470281e+01 -1.941469e+01  5.962558e+00  2.929908e+01 
##          2026          2027          2028          2029          2030 
##  3.195423e+01  1.099376e+00 -1.781310e+01  6.919265e+00  2.558337e+01 
##          2031          2032          2033          2034          2035 
##  1.631829e+01 -4.148807e+01 -4.786058e+01  3.975589e+01  3.524649e+01 
##          2036          2037          2038          2039          2040 
## -1.329383e+01 -2.909734e+01  1.780556e+01 -3.755848e+01 -7.173275e+01 
##          2041          2042          2043          2044          2045 
##  5.836767e+01 -1.536946e+01  7.391103e+00 -4.403558e+00 -8.877846e+01 
##          2046          2047          2048          2049          2050 
## -1.635878e+01 -3.870169e+01  6.217129e-01  2.710715e+01  2.429918e+01 
##          2051          2052          2053          2054          2055 
## -4.182288e-01 -9.814174e+00  2.576892e+01  1.409904e+01 -2.022485e+01 
##          2056          2057          2058          2059          2060 
## -2.826071e+01 -2.718057e+01  4.345162e+01 -1.845562e+01  5.071629e+00 
##          2061          2062          2063          2064          2065 
## -1.232653e+00  3.874552e+01 -8.192320e+00 -1.179821e+01  5.079437e+00 
##          2066          2067          2068          2069          2070 
## -1.177136e+01  7.363764e-01  6.381286e+01  2.712343e+01 -1.797020e+01 
##          2071          2072          2073          2074          2075 
## -4.624776e+00 -8.827342e+00 -1.010965e+01  2.870154e+01  4.624573e+01 
##          2076          2077          2078          2079          2080 
##  3.965878e+01 -6.893490e+01 -4.483552e+01 -2.507416e+00  4.093574e+01 
##          2081          2082          2083          2084          2085 
## -5.282529e+01 -5.546211e-01  5.317363e+01  1.132540e+01 -5.699697e+01 
##          2086          2087          2088          2089          2090 
##  1.265446e+01 -6.780197e+00 -1.522088e+01 -3.313468e+00  1.354165e+01 
##          2091          2092          2093          2094          2095 
## -4.420618e+00  2.773814e+01  2.483602e+01  1.732120e+01 -1.234807e+01 
##          2096          2097          2098          2099          2100 
##  3.391155e+01 -4.166746e-01 -8.529891e-01 -5.143199e+01 -1.428148e+01 
##          2101          2102          2103          2104          2105 
## -1.376734e+01 -5.940494e+01 -3.959676e+01 -3.449227e+01 -3.099765e+01 
##          2106          2107          2108          2109          2110 
##  1.115909e+01  3.858047e+01 -4.428159e+01 -4.940917e+01 -1.803163e+01 
##          2111          2112          2113          2114          2115 
## -5.620458e+01  3.416865e+00  1.638813e+00 -1.450280e+01 -6.918374e+00 
##          2116          2117          2118          2119          2120 
##  1.602662e+01  2.118114e+01  1.767067e+01 -5.186429e+01 -5.096542e+01 
##          2121          2122          2123          2124          2125 
##  2.429328e+01  1.972313e+01  1.710255e+01 -3.662062e+01  7.148716e-01 
##          2126          2127          2128          2129          2130 
##  1.244049e+01  1.787921e+01  1.619762e+01  3.471056e+01  4.246925e+00 
##          2131          2132          2133          2134          2135 
##  3.153612e+01  3.087650e+01 -4.490324e+00 -2.315501e+01  6.891761e+00 
##          2136          2137          2138          2139          2140 
## -1.387116e+01  4.985382e+01 -1.135244e+00  9.179277e+00 -3.249237e+01 
##          2141          2142          2143          2144          2145 
##  3.173119e+01  3.931255e+00  2.566219e+01  2.527141e+01  4.101553e+01 
##          2146          2147          2148          2149          2150 
## -1.061052e+01  5.200262e+00  4.162741e-01 -1.715159e+01  4.152046e+01 
##          2151          2152          2153          2154          2155 
## -1.787085e+01 -3.378313e+01 -4.948445e+01 -3.952921e+01  1.299540e+01 
##          2156          2157          2158          2159          2160 
##  2.440063e+01 -1.116857e+01  4.411831e+01  2.167681e+01 -3.883875e+01 
##          2161          2162          2163          2164          2165 
##  1.187917e+01 -1.396461e+01  1.708516e+01  2.075272e+01  9.009793e+00 
##          2166          2167          2168          2169          2170 
## -1.202056e+01 -9.706736e+00 -1.765504e+01 -3.347579e+01  6.170195e+01 
##          2171          2172          2173          2174          2175 
## -3.339453e+01  1.888278e+01 -4.946018e+01  8.646301e+00  2.803089e+01 
##          2176          2177          2178          2179          2180 
## -1.342447e+00  6.267995e+01 -2.753607e+01 -2.354300e+01  4.051515e+01 
##          2181          2182          2183          2184          2185 
## -2.684067e+01 -2.617352e-03 -2.310562e+00 -1.072764e+01 -7.174006e+00 
##          2186          2187          2188          2189          2190 
##  8.395451e+00  9.519252e+00  8.154122e+00 -6.287049e+01 -4.900160e+01 
##          2191          2192          2193          2194          2195 
##  2.129239e+00 -2.885165e+00 -4.905472e+01 -2.295720e+00  8.131877e+00 
##          2196          2197          2198          2199          2200 
## -2.893370e+01  3.188560e+01 -2.515886e+01  2.952956e+01  3.343155e+01 
##          2201          2202          2203          2204          2205 
## -7.998895e+00 -1.061909e+01 -5.308878e+00  3.606533e+00  2.675353e+01 
##          2206          2207          2208          2209          2210 
## -4.006582e+01  2.981528e+01  4.526864e+00 -3.943350e+01  1.920306e+01 
##          2211          2212          2213          2214          2215 
## -6.700612e+01 -1.071822e+01  8.283423e+01  5.254293e+01  1.231905e+01 
##          2216          2217          2218          2219          2220 
## -5.359610e+00 -6.431794e+01 -1.561476e+01 -8.515646e+00  1.465086e+01 
##          2221          2222          2223          2224          2225 
##  4.730355e+01 -1.038438e+01  9.662718e+00  4.331594e+01 -9.389980e+00 
##          2226          2227          2228          2229          2230 
## -4.219290e+01  9.753975e+00 -3.620194e+01  8.405421e+00 -3.285141e+01 
##          2231          2232          2233          2234          2235 
##  6.937993e+01  4.213921e+01  3.856511e+01 -1.578055e-01  4.928953e+00 
##          2236          2237          2238          2239          2240 
## -1.878938e+01  6.951171e+01 -1.568066e+01  2.968657e+00 -3.121798e+00 
##          2241          2242          2243          2244          2245 
##  3.161516e+01 -2.739063e+01 -2.585041e+01  9.333999e+00 -7.418207e+00 
##          2246          2247          2248          2249          2250 
## -6.240785e+01  3.167982e+01  5.930420e+01  2.896454e+00 -7.754792e+01 
##          2251          2252          2253          2254          2255 
##  9.688856e+00 -3.685195e+01 -1.400805e+01 -3.724260e+01  3.508397e+01 
##          2256          2257          2258          2259          2260 
##  1.305762e+01  2.333933e+01  2.023304e+01  8.764129e+00  1.300176e+01 
##          2261          2262          2263          2264          2265 
## -1.552591e+01 -7.363716e+00  3.761914e+01 -1.570506e+01 -7.021260e+01 
##          2266          2267          2268          2269          2270 
##  2.840898e+01 -4.205937e+00  2.127030e+00 -2.439407e+01 -1.962320e+01 
##          2271          2272          2273          2274          2275 
## -9.201186e-01  5.894683e+01  2.791705e+01  1.253320e+01  3.941493e+01 
##          2276          2277          2278          2279          2280 
## -2.809439e+01  2.754419e+01 -5.638483e+01  2.991142e+00  6.416761e+00 
##          2281          2282          2283          2284          2285 
## -4.336172e+00  5.172676e+00  6.155286e+01  3.349374e+01  4.023319e+01 
##          2286          2287          2288          2289          2290 
##  4.208793e+01 -1.338380e+01 -8.233414e+00 -1.793179e+01  2.967454e+01 
##          2291          2292          2293          2294          2295 
##  8.688989e+01  2.689897e+00 -2.730770e+01 -1.053201e+01  1.628971e+01 
##          2296          2297          2298          2299          2300 
## -2.345232e+01 -6.921657e+01  8.833242e+00 -5.827595e+01  5.036987e+01 
##          2301          2302          2303          2304          2305 
## -5.004523e+01 -1.528626e+01  3.473771e+01  4.717712e+00  8.219542e+00 
##          2306          2307          2308          2309          2310 
## -3.377791e+01 -2.779688e+01  2.581114e+01 -2.333888e+01  1.607854e+00 
##          2311          2312          2313          2314          2315 
##  9.246058e+00  1.594009e+00 -3.190658e+01 -5.239275e+01 -1.732178e+01 
##          2316          2317          2318          2319          2320 
## -1.533386e+01  1.552586e+01  2.377311e+00 -6.057679e+01  1.424556e+01 
##          2321          2322          2323          2324          2325 
## -8.523075e+00 -6.379021e+00  4.609633e+01 -3.027135e+01 -6.128353e+01 
##          2326          2327          2328          2329          2330 
## -4.257082e+01  2.087534e+01  3.142985e+01  2.060388e+01 -1.022847e+01 
##          2331          2332          2333          2334          2335 
## -1.435416e+01 -2.305438e+00 -2.663667e+01  1.018125e+01 -5.879917e+00 
##          2336          2337          2338          2339          2340 
## -4.679036e+01  2.643207e+01 -2.724351e+00  4.139208e+01  1.049547e+01 
##          2341          2342          2343          2344          2345 
##  2.616965e+01 -1.769441e+01  9.527664e+00 -9.593953e+01 -4.440747e+01 
##          2346          2347          2348          2349          2350 
##  1.940728e+01  4.585794e+01 -1.411694e+01  1.850230e+01 -4.648222e+01 
##          2351          2352          2353          2354          2355 
##  4.449284e+01 -7.801769e+00  5.449421e+01  1.771956e+01 -5.856632e+01 
##          2356          2357          2358          2359          2360 
## -1.266928e+01 -1.562726e+01 -7.860463e+00  9.810285e+00  3.769374e+01 
##          2361          2362          2363          2364          2365 
##  5.237983e+00  1.828130e+01  1.664938e+01 -5.724037e+01  1.042397e+01 
##          2366          2367          2368          2369          2370 
##  3.895842e+00  6.926115e+00 -8.140487e+00  8.532217e+00 -5.794559e+01 
##          2371          2372          2373          2374          2375 
##  2.938561e+01 -6.507285e+00  4.948000e+01  2.222218e+01 -1.935243e+01 
##          2376          2377          2378          2379          2380 
##  1.342035e+01  1.328877e+01 -1.385459e+01 -1.649615e+01 -1.749045e+01 
##          2381          2382          2383          2384          2385 
## -2.718318e+01 -2.575507e+01  1.788990e+01 -8.953722e+01 -5.918166e+01 
##          2386          2387          2388          2389          2390 
## -2.915506e+00  1.400996e+01 -5.591582e+01 -5.069432e+01 -3.433314e+01 
##          2391          2392          2393          2394          2395 
## -3.203981e+00 -4.423345e+01 -7.584634e+00  2.443309e+01 -1.991451e+01 
##          2396          2397          2398          2399          2400 
## -4.146095e+01  1.520384e+01 -4.606649e+00 -5.989062e+01  9.482988e+00 
##          2401          2402          2403          2404          2405 
## -8.637330e+01  5.312721e+00  4.077758e+00 -2.350345e+01  2.155929e+01 
##          2406          2407          2408          2409          2410 
## -1.726471e+01  3.548011e+00 -9.395720e+00 -2.375023e+01 -5.382261e+01 
##          2411          2412          2413          2414          2415 
## -4.021084e+00  1.311546e+01  4.367410e+01  2.287683e+01 -1.884350e+00 
##          2416          2417          2418          2419          2420 
##  5.060269e+01  3.322944e+01 -3.426160e+01 -7.856059e+01 -5.066674e+01 
##          2421          2422          2423          2424          2425 
##  7.815691e+00  1.582869e+01  1.574172e+01  1.162324e+01 -4.067089e+01 
##          2426          2427          2428          2429          2430 
## -9.294319e+00  2.644330e+01  1.599718e+01  6.665156e+01  6.948129e+00 
##          2431          2432          2433          2434          2435 
## -1.744987e+01  7.487452e+00  5.501359e+00  4.385839e+01  4.511033e+01 
##          2436          2437          2438          2439          2440 
##  2.392684e+01 -3.105656e+01  3.061505e+01 -5.972633e+01 -2.646551e+01 
##          2441          2442          2443          2444          2445 
## -1.372393e+01  1.872073e+01  7.102758e+00  7.229566e+01 -3.133833e+01 
##          2446          2447          2448          2449          2450 
##  1.526980e+01 -1.186079e+01 -4.491919e+01  2.928286e+01 -6.418242e+00 
##          2451          2452          2453          2454          2455 
## -8.618839e+00 -5.822419e+00  1.361225e+01 -1.489836e+01 -7.306130e+01 
##          2456          2457          2458          2459          2460 
## -2.159829e+01 -3.545600e+01  1.772878e+00 -4.555112e+01  2.229724e+01 
##          2461          2462          2463          2464          2465 
##  5.180781e+01 -4.991445e+01 -1.943768e+01 -2.366756e+01 -6.861522e+00 
##          2466          2467          2468          2469          2470 
## -1.327329e+01 -1.469014e+01  5.502572e+01  1.100303e+00  5.155525e+00 
##          2471          2472          2473          2474          2475 
##  1.233716e+01  7.311087e+00  1.239708e+01 -7.053318e+01 -2.884576e+01 
##          2476          2477          2478          2479          2480 
## -5.079278e+01 -1.657141e+01  9.226884e+00  6.361733e+01 -2.792570e+01 
##          2481          2482          2483          2484          2485 
##  7.073592e+01 -5.210122e+01  3.618876e+01  2.554805e+01 -2.153356e+01 
##          2486          2487          2488          2489          2490 
## -1.639904e+01 -7.486078e+01  5.421796e+01  2.405389e+01  1.232097e+01 
##          2491          2492          2493          2494          2495 
##  3.682237e+01  1.382948e+01  4.627130e+01 -3.074664e+01 -3.446586e+01 
##          2496          2497          2498          2499          2500 
## -1.452286e+01 -4.696719e+01 -4.333180e+00 -3.521694e+00  3.569090e+00 
##          2501          2502          2503          2504          2505 
##  6.242680e+00  1.687129e+01 -9.300474e+00 -6.103376e+00 -5.005642e+01 
##          2506          2507          2508          2509          2510 
##  2.623330e+01  2.763548e+01 -2.659636e+01  8.012290e+01  1.469363e+01 
##          2511          2512          2513          2514          2515 
##  3.505762e+01  2.043780e+01  8.632404e+01  6.573874e+01 -2.004195e+01 
##          2516          2517          2518          2519          2520 
## -4.918592e+01 -2.491445e-01  3.835661e+01 -1.200710e+00 -1.176863e+00 
##          2521          2522          2523          2524          2525 
##  5.922848e+01  4.801567e+01  3.361876e+01  1.063855e+01 -5.297040e+01 
##          2526          2527          2528          2529          2530 
## -3.039602e+01  6.782188e+00 -5.475982e+01 -1.863666e+01 -9.759830e+00 
##          2531          2532          2533          2534          2535 
## -1.060759e+01  1.816089e+01  2.611116e+01 -1.625066e+01  1.219480e+01 
##          2536          2537          2538          2539          2540 
## -1.052309e+01  5.458289e+01 -4.256845e+01 -1.919716e+01  1.425796e+00 
##          2541          2542          2543          2544          2545 
## -1.231448e+01 -3.746181e+01 -1.957219e+01 -1.156784e+00  1.349840e+01 
##          2546          2547          2548          2549          2550 
##  4.268997e+00 -5.387880e+01 -3.174387e+01  4.687320e+01  1.090404e+01 
##          2551          2552          2553          2554          2555 
##  2.458686e+00  2.001473e+01  4.802493e+01  6.072265e+00  5.464712e+01 
##          2556          2557          2558          2559          2560 
## -4.451691e+01  2.832012e+01  3.225549e+01 -1.808806e+01 -1.073703e+01 
##          2561          2562          2563          2564          2565 
## -1.867851e+01  2.314951e+00  3.079245e+01 -6.405529e+00 -5.613520e+00 
##          2566          2567          2568          2569          2570 
##  2.091961e+01  1.337684e+01 -1.133455e+01  2.068413e+01 -7.516301e+01 
##          2571          2572          2573          2574          2575 
## -5.374935e+01 -5.080987e+00  4.367256e+01  2.586238e+00  1.030333e+01 
##          2576          2577          2578          2579          2580 
##  7.828030e+00 -7.174083e+00  1.632298e+01  4.174042e+01 -1.381384e+01 
##          2581          2582          2583          2584          2585 
## -7.444001e+00  8.912833e+00 -4.682248e+01  3.422936e+01  2.789496e+01 
##          2586          2587          2588          2589          2590 
## -1.590412e+00  4.118815e+01 -1.101477e+01 -4.414702e+01 -7.741095e+00 
##          2591          2592          2593          2594          2595 
## -1.344903e+01 -8.123756e+00  2.518340e+01  2.929299e+01  1.078102e+00 
##          2596          2597          2598          2599          2600 
##  1.366049e+01 -2.297362e+01 -1.540451e+01  6.151128e+01  2.544522e+01 
##          2601          2602          2603          2604          2605 
## -5.854849e+00  4.737539e+01 -3.007409e+01 -1.421647e+01  5.788968e+01 
##          2606          2607          2608          2609          2610 
##  3.337603e+01 -8.089507e+01  3.722302e+01  4.713064e+01 -2.673359e+01 
##          2611          2612          2613          2614          2615 
## -1.547791e+01 -6.469091e+00 -6.539079e+01  5.652683e+01  1.610876e+01 
##          2616          2617          2618          2619          2620 
## -2.999187e+00  9.675891e+00 -4.775300e+00 -7.642791e+01 -4.141113e+01 
##          2621          2622          2623          2624          2625 
## -2.949433e+01 -3.336203e+01 -8.020089e+00  4.832207e+01  3.283726e+01 
##          2626          2627          2628          2629          2630 
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##          2631          2632          2633          2634          2635 
##  7.975505e+01 -7.704773e+01  8.757672e+01 -1.335132e+01  3.457041e+01 
##          2636          2637          2638          2639          2640 
##  6.076528e+01 -2.906089e+01  2.053437e+01  3.269007e+01  3.168853e+01 
##          2641          2642          2643          2644          2645 
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##          2646          2647          2648          2649          2650 
## -3.242980e+01  1.008620e+02  7.210332e+01 -8.008903e+01 -4.603466e+01 
##          2651          2652          2653          2654          2655 
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##          2656          2657          2658          2659          2660 
## -5.612373e+01 -4.908864e+01  3.748245e+01  8.648813e+00 -5.869002e+01 
##          2661          2662          2663          2664          2665 
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##          2666          2667          2668          2669          2670 
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##          2671          2672          2673          2674          2675 
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##          2676          2677          2678          2679          2680 
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##          2681          2682          2683          2684          2685 
## -2.856314e+01 -6.832215e+01  1.819131e+01  2.950794e+01 -5.989559e+01 
##          2686          2687          2688          2689          2690 
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##          2691          2692          2693          2694          2695 
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##          2696          2697          2698          2699          2700 
## -2.681668e+01  1.255352e+01 -9.251280e+00 -3.476192e+01 -5.344564e+01 
##          2701          2702          2703          2704          2705 
## -8.496534e+00  3.703099e+00 -4.206356e+01  1.555997e+01  4.955025e+01 
##          2706          2707          2708          2709          2710 
## -3.817950e+01 -1.313845e+01 -2.157688e+01 -2.031974e+01 -6.851328e+00 
##          2711          2712          2713          2714          2715 
## -2.559975e+01  4.194465e+01 -2.334478e+01  4.160500e+00 -4.367896e+01 
##          2716          2717          2718          2719          2720 
## -8.605162e+01 -1.308745e+00  3.926611e+01 -5.730576e+01  3.315823e+01 
##          2721          2722          2723          2724          2725 
## -4.638201e+01 -1.398151e+00  5.130584e+01  1.334057e+01  1.056392e+01 
##          2726          2727          2728          2729          2730 
##  2.872307e+01  4.114397e+01 -6.207916e+01 -3.668092e+01 -4.390228e+01 
##          2731          2732          2733          2734          2735 
## -3.547469e+01  1.382288e+01 -3.687302e+01  2.879164e+01 -4.389444e+01 
##          2736          2737          2738          2739          2740 
##  1.472324e+01 -5.294652e+01 -2.180803e+01  3.694476e+01 -2.004187e+01 
##          2741          2742          2743          2744          2745 
##  1.020838e+00  4.706264e+01 -8.531619e+01  4.455456e+01 -4.004800e+01 
##          2746          2747          2748          2749          2750 
## -3.646603e+01 -3.630336e+01  3.597127e+01 -4.349091e+01 -8.664253e+00 
##          2751          2752          2753          2754          2755 
##  3.501926e+01 -4.113788e+01 -4.177294e+01 -7.894074e+00 -2.994338e+01 
##          2756          2757          2758          2759          2760 
## -2.971850e+00  4.624786e+00 -1.930669e+01 -1.229340e+01  2.981218e+00 
##          2761          2762          2763          2764          2765 
##  1.606409e+01 -1.136972e+01 -3.719053e+01  1.206796e+01 -7.465202e+00 
##          2766          2767          2768          2769          2770 
## -3.486327e+01  1.782058e+00  7.956408e+00  7.033854e+01  2.583246e+01 
##          2771          2772          2773          2774          2775 
## -4.835970e+01 -6.065413e+00  4.925467e+01  3.811863e+01  1.970940e+01 
##          2776          2777          2778          2779          2780 
## -7.999850e+01 -4.293822e+01 -8.626165e+01 -3.412887e+01  2.833612e+01 
##          2781          2782          2783          2784          2785 
##  2.377624e+01  6.572225e+01 -5.546164e+00  1.110015e+01 -6.269212e+00 
##          2786          2787          2788          2789          2790 
## -1.119600e+01  5.638076e+01 -8.364815e+00  1.414088e+01  3.424089e+01 
##          2791          2792          2793          2794          2795 
## -1.715254e+01  1.935441e+01  2.526481e+01 -1.000132e+01  1.651478e+01 
##          2796          2797          2798          2799          2800 
## -2.517679e+01  8.322648e+00 -3.469105e+01 -6.019080e+01  2.045372e+01 
##          2801          2802          2803          2804          2805 
##  2.264760e+01 -5.182929e+01 -4.378703e+01 -2.656147e+01 -3.004730e+01 
##          2806          2807          2808          2809          2810 
##  3.163520e+01 -2.022633e+01  4.481044e+01 -1.462485e+01  1.169964e+01 
##          2811          2812          2813          2814          2815 
##  3.216814e+01 -8.310194e+01  5.392912e+01 -1.670910e+01  5.911643e+01 
##          2816          2817          2818          2819          2820 
## -1.520560e+01 -1.605006e+01  2.802566e-01  8.224105e+01  4.006500e+01 
##          2821          2822          2823          2824          2825 
## -2.723289e+01  7.119226e+01 -8.565823e+00  4.321590e+01  7.474421e+00 
##          2826          2827          2828          2829          2830 
##  4.118777e+01  2.983644e+01 -4.808917e+00 -2.744132e+01  4.131190e+00 
##          2831          2832          2833          2834          2835 
## -3.715846e-01 -4.527104e+01  3.314414e+01  2.417963e+01  8.061905e+01 
##          2836          2837          2838          2839          2840 
##  5.132669e+00  5.145476e+01  4.654291e+00  2.194670e+01  1.977191e+00 
##          2841          2842          2843          2844          2845 
##  1.578520e+01  2.785691e+01 -1.231878e+01  7.210390e+01 -1.489181e+01 
##          2846          2847          2848          2849          2850 
##  1.219482e+01 -1.693217e+01  1.615048e+00 -3.124245e+01 -6.061893e+01 
##          2851          2852          2853          2854          2855 
## -3.646803e+00 -2.072155e-01  5.720115e+00 -1.516396e+01  9.837944e+00 
##          2856          2857          2858          2859          2860 
##  1.550842e+01  6.454334e+01 -4.003258e+01  2.932499e+01  4.167614e+00 
##          2861          2862          2863          2864          2865 
##  1.950718e+00  1.214054e+02 -2.847475e+01 -1.277443e+01  6.597801e+01 
##          2866          2867          2868          2869          2870 
##  6.825021e+01 -1.263426e+01  1.244301e+01 -1.026423e+01  1.234133e+00 
##          2871          2872          2873          2874          2875 
## -1.928133e+01 -3.012038e+01 -6.505678e+00  3.381288e+01 -2.242307e+01 
##          2876          2877          2878          2879          2880 
## -1.747661e+01 -4.849154e+01 -8.096068e+01  3.005064e+01  3.514286e+00 
##          2881          2882          2883          2884          2885 
##  6.050358e+01 -8.411956e-01  7.997041e+00 -2.043563e+01  3.840743e+00 
##          2886          2887          2888          2889          2890 
## -7.826399e+00  7.319707e+00  3.039833e+01  5.939415e+01  3.890500e+01 
##          2891          2892          2893          2894          2895 
##  1.601716e+01  3.705852e+00 -1.702821e+01  3.540854e+01  2.905471e+01 
##          2896          2897          2898          2899          2900 
## -4.421720e+01 -1.188443e+01  2.326551e+01  2.196377e+01  3.016463e+01 
##          2901          2902          2903          2904          2905 
## -1.171817e+01 -3.123260e+01  4.890520e+01  2.515846e+01 -3.662511e+01 
##          2906          2907          2908          2909          2910 
## -2.694566e+00  4.312024e+01 -4.225805e+00  4.168335e+01  3.407917e+01 
##          2911          2912          2913          2914          2915 
## -3.150495e+01 -1.623901e+00 -7.518677e+01  3.172052e+01 -4.342581e+00 
##          2916          2917          2918          2919          2920 
##  3.452056e+01 -1.004410e+01  2.708800e+01  1.814781e+01  1.210768e+01 
##          2921          2922          2923          2924          2925 
##  5.387894e+00 -7.971076e+00 -1.509359e+01 -3.539542e+01  4.893623e+00 
##          2926          2927          2928          2929          2930 
## -2.189348e+01  4.026689e-01  1.318747e+01  2.644040e+01  2.652979e+01 
##          2931          2932          2933          2934          2935 
## -7.425678e+01  1.372299e+01  6.711668e+01  5.611328e+00  8.616194e+00 
##          2936          2937          2938          2939          2940 
##  2.435855e+01 -1.599755e+01 -1.007752e+01  1.983291e+01 -3.381802e+01 
##          2941          2942          2943          2944          2945 
## -2.298562e+01  3.379192e+01  2.837108e+01 -1.798649e+01  4.186007e+00 
##          2946          2947          2948          2949          2950 
## -1.761554e+00  2.855033e+00 -1.312147e+01 -1.494613e+01  9.345132e-01 
##          2951          2952          2953          2954          2955 
## -7.468633e+00  2.084191e+01 -3.264051e+01 -2.025770e+01 -7.795051e+00 
##          2956          2957          2958          2959          2960 
##  7.931769e+00 -3.043370e+01  1.154981e+01 -1.228576e+01 -1.364262e+00 
##          2961          2962          2963          2964          2965 
## -5.916020e+00 -4.089410e+01  1.775411e+01  2.510646e+00 -3.682252e+00 
##          2966          2967          2968          2969          2970 
##  2.519497e+01 -5.686966e+01 -2.548454e+01 -2.199921e+01 -2.175359e+00 
##          2971          2972          2973          2974          2975 
## -3.450161e+01 -7.530282e+00  1.504328e+00 -2.114198e+01 -2.803597e+01 
##          2976          2977          2978          2979          2980 
## -1.361795e+01  5.322915e+01  6.040743e+01  5.563591e+01 -1.782011e+00 
##          2981          2982          2983          2984          2985 
##  2.455914e+01 -3.001020e+01 -7.481586e+00 -2.597629e+01 -2.101639e+01 
##          2986          2987          2988          2989          2990 
## -6.732132e+00  2.262182e+01  3.302935e+01  4.347141e+00 -8.681225e+00 
##          2991          2992          2993          2994          2995 
## -1.410052e+01  1.423021e+00 -8.877346e-01  6.187623e+00 -1.421032e+00 
##          2996          2997          2998          2999          3000 
##  8.791328e+00  7.644804e+00 -3.099816e+01  4.763649e+00  3.856959e+00 
##          3001          3002          3003          3004          3005 
##  1.163192e+01  6.958385e+01  3.221892e+01 -2.377434e+01 -4.062369e+00 
##          3006          3007          3008          3009          3010 
##  1.395904e+01  8.823530e+00 -6.508785e+00 -4.615271e+01 -2.407450e+00 
##          3011          3012          3013          3014          3015 
##  1.382109e+01 -4.205558e+01 -5.949265e+01  1.869239e+01  2.330268e+01 
##          3016          3017          3018          3019          3020 
## -1.972763e+01 -4.232416e+01 -1.196073e+01  7.612971e+00  3.809946e+00 
##          3021          3022          3023          3024          3025 
##  6.145354e+00 -3.312735e+01 -3.343956e-01  4.965982e+01 -1.531470e+01 
##          3026          3027          3028          3029          3030 
##  6.414282e+00 -4.289754e+01 -2.045582e+01 -2.462237e+01  3.808375e+00 
##          3031          3032          3033          3034          3035 
##  2.682712e+00  8.119953e+00  1.287175e+01  4.568229e+00 -5.016511e+01 
##          3036          3037          3038          3039          3040 
## -1.290221e+01 -2.126498e+00 -1.191845e+01  7.541716e+00 -1.033735e+01 
##          3041          3042          3043          3044          3045 
## -2.020251e+00  3.617497e+01 -3.317269e+01 -6.233400e+00  2.799576e+01 
##          3046          3047          3048          3049          3050 
## -2.942908e+00 -3.167056e+00 -2.436188e+00  2.223315e+01 -5.816433e+01 
##          3051          3052          3053          3054          3055 
##  3.145417e+00 -1.550408e+01 -2.862214e+01  2.263475e+01 -3.200310e+01 
##          3056          3057          3058          3059          3060 
##  7.160874e+00 -1.398250e+01  2.985964e+00  6.970071e+00  1.947311e+01 
##          3061          3062          3063          3064          3065 
## -3.414230e+01  2.290045e+01  1.720146e+01 -6.682080e+00 -2.717545e+01 
##          3066          3067          3068          3069          3070 
##  2.682749e+01  3.642728e+01 -4.023353e+00  3.164501e+01  1.197107e+00 
##          3071          3072          3073          3074          3075 
##  1.967023e+01 -4.862353e+01  8.831636e+00 -1.434029e+01  1.490108e-01 
##          3076          3077          3078          3079          3080 
## -3.710791e+01 -2.265777e+01  2.735701e+01 -5.205438e+01  1.229039e-01 
##          3081          3082          3083          3084          3085 
##  2.520035e+01 -5.453362e+01  5.639194e+01 -5.321248e+01 -4.396245e+01 
##          3086          3087          3088          3089          3090 
##  4.259600e+01 -1.170618e+01  2.415834e+00 -3.164629e+00  1.884912e+01 
##          3091          3092          3093          3094          3095 
## -4.360886e+01  3.853519e+01 -4.563924e+00  3.841587e+00  2.029083e+01 
##          3096          3097          3098          3099          3100 
## -1.034477e+01 -1.499003e+01  1.521950e+01 -1.627409e+01  2.022785e+01 
##          3101          3102          3103          3104          3105 
## -1.421909e+01  1.157993e+01 -3.366612e+00 -7.731131e+00 -3.325281e+01 
##          3106          3107          3108          3109          3110 
## -3.256277e+01 -3.940815e+01  2.345697e+01 -1.141543e+01  8.636300e+00 
##          3111          3112          3113          3114          3115 
## -3.355570e+00  1.467781e+01  8.841589e-01  3.450824e+01 -9.416914e+00 
##          3116          3117          3118          3119          3120 
## -1.717971e+01 -1.860773e+01  3.019540e+01  2.687209e+01  3.900217e+01 
##          3121          3122          3123          3124          3125 
## -3.696126e+01 -7.846106e+00  6.269051e+01  3.423744e+01  3.647164e+01 
##          3126          3127          3128          3129          3130 
## -1.275067e+01 -3.914813e+01  1.748860e+01  1.735285e+01  5.360730e+01 
##          3131          3132          3133          3134          3135 
## -3.756011e+01  3.538765e+01 -8.254152e+00  1.316279e+01 -3.624869e+01 
##          3136          3137          3138          3139          3140 
##  2.203170e+00 -1.031716e+01  4.388892e+01 -9.206522e+00 -3.098947e+01 
##          3141          3142          3143          3144          3145 
##  4.773905e+01  2.075066e+01 -6.747658e+01 -9.345237e+00  1.822848e+01 
##          3146          3147          3148          3149          3150 
## -1.469735e+01 -1.305393e+01 -6.815468e+01 -6.566844e+01  2.370182e+01 
##          3151          3152          3153          3154          3155 
##  5.094996e+01  3.195188e+01 -3.436650e+01 -5.512975e+01 -1.374488e+01 
##          3156          3157          3158          3159          3160 
## -2.129184e+01 -1.205427e+01  4.386836e+01 -1.011609e+01 -3.942385e+01 
##          3161          3162          3163          3164          3165 
## -2.647007e+01  3.600474e+01  3.125173e+01 -3.178014e+01 -4.412532e+01 
##          3166          3167          3168          3169          3170 
## -3.986493e+01 -4.540082e+01  2.756989e+01  3.032421e+01 -5.380496e+01 
##          3171          3172          3173          3174          3175 
##  2.224213e+01 -2.272748e+01 -1.527091e+00  1.030736e+01  4.143470e+00 
##          3176          3177          3178          3179          3180 
## -8.923901e+00 -6.944058e+01 -1.372830e+01  2.296640e+01 -1.024129e+02 
##          3181          3182          3183          3184          3185 
## -7.985019e+01 -6.526580e+00 -5.322302e-02  1.852130e+01 -4.613425e+01 
##          3186          3187          3188          3189          3190 
##  3.749051e+01 -8.497342e+01 -1.263111e+01 -2.152274e+01  1.737184e+01 
##          3191          3192          3193          3194          3195 
##  1.643112e+00 -6.294958e+01  2.696356e+01 -1.034943e+01  2.687035e+01 
##          3196          3197          3198          3199          3200 
## -8.991723e+00 -3.326593e+01  7.277241e+01 -7.900015e+00  1.366272e+01 
##          3201          3202          3203          3204          3205 
## -4.301980e+01  1.460158e+01  4.691187e+00 -7.631446e+01 -7.072962e+01 
##          3206          3207          3208          3209          3210 
##  2.941735e+01  3.342669e+01 -6.536386e+01 -3.880564e+00  2.491452e+01 
##          3211          3212          3213          3214          3215 
##  1.676171e+00  2.394123e+01 -2.279666e+01  6.194483e+01  6.694385e+01 
##          3216          3217          3218          3219          3220 
##  7.932293e+01  1.848907e+01 -9.687582e+01  8.837491e+01  1.508456e+01 
##          3221          3222          3223          3224          3225 
## -4.055351e+00  1.093036e+02  4.482274e+01  2.193677e+01  3.443839e+00 
##          3226          3227          3228          3229          3230 
## -6.408459e+01  1.948449e+01  5.459701e+00  1.147739e+01  4.835477e+00 
##          3231          3232          3233          3234          3235 
## -8.129803e+01  3.047149e+01  1.087248e+00 -5.788258e+01 -5.979805e+00 
##          3236          3237          3238          3239          3240 
## -1.998019e+00  6.465168e+01  3.111633e+01 -2.636307e+01 -2.753088e+01 
##          3241          3242          3243          3244          3245 
##  9.874474e+00  4.308289e+01  4.542329e+01  4.275213e+01  7.993956e+01 
##          3246          3247          3248          3249          3250 
## -7.358537e+00 -2.177445e+01 -8.766140e+00  1.462028e+01  3.563835e+00 
##          3251          3252          3253          3254          3255 
## -4.465064e+01  3.650251e+01  6.079466e+01 -5.795336e+00 -6.553984e+01 
##          3256          3257          3258          3259          3260 
##  2.573624e+01 -3.278460e+01  7.521027e+01 -1.769563e+01 -1.607238e+01 
##          3261          3262          3263          3264          3265 
## -6.392129e+01  4.831778e+01  3.277791e+00  6.471227e+01  4.263841e+01 
##          3266          3267          3268          3269          3270 
##  7.735834e+00 -2.858229e+01  1.760640e+01  1.011324e+01 -9.888832e+01 
##          3271          3272          3273          3274          3275 
## -8.985089e+00  1.808432e+00 -3.640063e+00 -1.864751e+01  3.247035e+01 
##          3276 
## -2.077897e+00 
## 
## $effects
##   (Intercept)    df1$Solids                                           
## -1.123947e+04 -8.824727e+01  2.763320e+01  1.785864e+01 -1.558240e+01 
##                                                                       
## -7.919592e+00  5.183886e+01  6.497260e+00 -7.784999e+01  3.086186e+01 
##                                                                       
## -3.055701e+01  2.204242e+01 -3.994743e+01 -4.611734e+01  9.096962e+00 
##                                                                       
## -8.984268e+00  1.490995e+01  7.738377e+01  8.273529e+01  1.813311e+01 
##                                                                       
##  3.093232e+01 -2.785722e+01  1.925745e+01  3.528612e-01 -5.597468e+01 
##                                                                       
##  2.219110e+00  1.188916e+01 -5.111481e+01  7.008820e+01 -4.864749e+01 
##                                                                       
##  1.282516e+01 -5.856146e+00 -7.871061e+01  3.897105e+01  3.546289e+01 
##                                                                       
## -4.662423e+00 -1.249156e+01  1.075228e+02 -5.314796e+01  2.211255e+00 
##                                                                       
##  3.691231e+01 -1.865123e+00  4.245834e+01  5.798356e+00 -1.318414e+01 
##                                                                       
##  2.090473e+01  1.264434e+01 -2.340138e+01 -6.610503e+01  3.656456e+00 
##                                                                       
## -2.789710e+01 -9.647610e+01 -5.159447e+01  1.477653e+01 -1.463122e+01 
##                                                                       
##  6.393748e+01  4.210349e+01 -6.131159e+00 -3.892523e+01 -4.152021e+01 
##                                                                       
##  3.731213e+01  1.645898e+01  3.354511e+01 -1.260552e+00 -6.832971e+01 
##                                                                       
##  1.578335e+01  4.259297e+01 -9.282379e+01  1.430102e+01 -1.650158e+01 
##                                                                       
## -1.406510e+01 -7.974620e+01 -6.567741e+01  4.575435e+01  2.248637e+01 
##                                                                       
##  1.499752e+01 -3.774033e+01 -3.220735e+01 -1.972820e+01  2.142205e+01 
##                                                                       
##  3.752895e+01 -2.818344e+01  7.925545e+00  6.265781e+01 -6.260478e+01 
##                                                                       
## -1.469799e+00  3.577571e+01  2.643545e+00  1.033855e+02  1.013088e+01 
##                                                                       
##  1.261299e+00  2.915724e+00  4.133811e+01  5.695134e+01  6.195894e+00 
##                                                                       
##  1.556875e+00  2.423347e+01 -6.073472e+01 -7.607786e+01 -3.328809e+01 
##                                                                       
## -2.957709e+01  2.631052e+01 -2.132827e+01 -2.688094e+01 -7.175459e+00 
##                                                                       
##  7.649573e+00  1.704901e+01  5.758375e+01 -6.277764e+00 -1.116345e+01 
##                                                                       
##  2.574030e+01  2.938025e+01  5.635624e+01  1.543931e+01  2.190375e+01 
##                                                                       
## -5.837746e+00  6.500450e+01  4.363732e+01 -7.452494e+01  9.289488e-01 
##                                                                       
## -5.940877e+01 -4.978115e+01  3.452088e+01  7.074787e+01  3.502298e+01 
##                                                                       
##  2.094096e+01  5.646352e+01  1.132332e+01  3.155922e+01  5.564681e+00 
##                                                                       
## -4.509036e+01 -4.065084e+01 -4.094366e+01  4.980549e+01  1.570884e+00 
##                                                                       
## -4.349282e+00 -3.605076e+01 -1.837224e+01  5.122987e+00  4.613530e+00 
##                                                                       
##  7.324720e+01 -2.917359e+01 -8.452923e+00  7.890418e+00  2.432485e+01 
##                                                                       
## -3.936846e+00 -3.959518e+01  6.718362e+01 -4.358434e+01 -9.184433e+01 
##                                                                       
##  2.899292e+00 -4.134279e+01  5.295933e-01 -1.609622e+01  4.160068e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -9.224820e+00  2.070406e+01 -1.373789e+01  1.230038e+01  2.942876e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -2.198612e+01 -1.612566e+01 -4.000680e+01 -1.034527e+01  1.756654e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -4.187685e+00  2.162773e+01  1.321847e+01  1.306949e+01 -7.896020e+00 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -6.857653e+00 -1.688923e+01 -2.685102e+00  4.520078e+01  2.326735e+00 
##                                                                       
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##                                                                       
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##                                                                       
## -2.956858e+00  3.206603e+00  7.281769e+00  5.832306e+00  4.078534e-02 
##                                                                       
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##                                                                       
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##                                                                       
## -1.047141e+01  2.064443e+00 -3.666211e+01 -1.165104e+01 -9.972918e+00 
##                                                                       
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##                                                                       
## -3.242642e+00  1.278121e+01 -1.170476e+01  3.660380e+01 -3.757626e+01 
##                                                                       
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##                                                                       
## -1.720568e+01 -1.863056e+01 -1.881480e+01 -1.319123e+00  3.426142e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -1.067438e+01 -1.393189e+01 -3.318008e+01  1.464908e+01  2.894086e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -6.351119e+01  3.824114e+01  2.194456e+01  1.767999e+01  7.914578e+00 
##                                                                       
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##                                                                       
## -2.064139e+01 -1.892797e+01 -1.063220e+01  1.554271e+01 -2.447045e+01 
##                                                                       
## -2.937600e+01 -3.185725e+01 -4.941357e+00  3.171428e+01  2.200740e+01 
##                                                                       
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##                                                                       
## -1.335131e+01  4.036088e+00  1.955608e+01  1.783144e+01  2.586504e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -4.347468e+01  2.755324e+01 -1.624698e+00  5.594662e+01  6.793719e+00 
##                                                                       
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##                                                                       
##  7.348000e+00 -2.689424e+01  2.512486e+01  2.270101e+01  4.025428e+00 
##                                                                       
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##                                                                       
## -8.560651e+00 -2.065192e+01 -2.174272e+01  1.752226e+01  1.233379e+01 
##                                                                       
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##                                                                       
## -3.371002e+01  1.483877e+00 -3.402402e+01  3.496760e+00 -2.869145e+01 
##                                                                       
## -2.178610e+01  2.470736e+01 -9.745310e+00 -1.139008e-01 -2.005894e+01 
##                                                                       
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##                                                                       
## -5.501545e+00 -1.489159e+01  4.519139e+00 -8.502932e-02 -3.628651e+01 
##                                                                       
## -3.804105e+00  2.006664e+01  2.429969e+01  1.449111e+00 -2.932021e+01 
##                                                                       
##  8.993083e-01  1.711183e+01 -8.758779e-01  1.256145e+00 -6.155526e+00 
##                                                                       
##  4.062648e+01  4.395713e-01 -1.973149e+01 -7.295080e+00  1.543407e+01 
##                                                                       
##  2.752603e+01  1.462415e+00 -1.036861e+01  1.920275e+01 -2.844512e+01 
##                                                                       
##  2.391501e+00 -8.279126e+00  7.066076e+00 -4.876424e+01  5.167318e+00 
##                                                                       
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##                                                                       
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##                                                                       
## -1.001234e+01 -1.770884e+01  2.947809e+01 -1.737004e+01  2.691833e+01 
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -3.980551e+00 -4.427336e+01  4.693189e+01  2.040518e+01  1.681789e+00 
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -2.218149e+01 -1.255246e+00  4.945313e+00  6.185086e+00 -1.000624e+01 
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -2.797982e+00  2.195283e+01 -6.192669e+00  2.893209e+01  1.394394e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -3.971268e-01  1.038765e+01 -1.891606e+01 -2.106113e+01  1.390884e+00 
##                                                                       
## -1.188202e+01  2.136838e+01 -3.732113e+01  2.386714e+01  8.168792e+00 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -2.335003e+01  1.641762e+01  7.253748e-01  7.532281e+01  2.946022e+01 
##                                                                       
## -6.530605e+00 -4.915445e+00 -3.428805e+01 -1.148405e+01 -3.260532e+01 
##                                                                       
## -3.555042e+01 -3.737938e+01  2.669165e+01  2.189418e+01 -5.570347e+01 
##                                                                       
## -3.700978e+01 -3.818608e+01 -1.990865e+01  2.808284e+01  1.386856e+01 
##                                                                       
##  1.817221e+01  1.748569e+01  3.487370e+01  6.257479e+01  1.333597e+01 
##                                                                       
## -8.730145e+01 -2.216366e+01 -5.204906e+01 -1.432531e+01 -1.240221e+01 
##                                                                       
## -1.079302e+00  4.518355e+00  6.608986e+01  2.134503e+01  6.133130e+00 
##                                                                       
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##                                                                       
## -1.236806e+01  5.315665e+00 -9.932912e+01  3.393969e+01  1.025168e+01 
##                                                                       
## -4.074448e+01 -2.701167e+01  6.923593e+00 -3.396263e+00 -2.449833e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -3.295031e+01 -4.081389e+01  1.922197e+01  1.975880e+01  5.256240e+01 
##                                                                       
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##                                                                       
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##                                                                       
## -4.064523e+01 -3.511205e+01 -3.265070e+01  5.234562e+01 -6.124852e+01 
##                                                                       
## -4.648652e+01 -1.388000e+01 -4.892556e+00 -1.088739e+00 -3.165255e+01 
##                                                                       
## -2.931368e+01 -4.977472e+00  1.410175e+01 -4.199500e+01 -1.255390e+01 
##                                                                       
## -2.144104e+01  8.803246e+00  1.757179e+01 -1.733391e+01  9.221477e+00 
##                                                                       
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##                                                                       
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##                                                                       
## -5.198569e+00  6.218391e+01 -3.274000e+01  1.817554e+00  3.014112e+01 
##                                                                       
## -3.837638e+01  3.665737e+01 -3.992281e+01 -1.075479e+01  2.166060e+01 
##                                                                       
## -4.493060e+01  3.197743e+01 -4.038955e+01  7.088083e+01  2.759629e+01 
##                                                                       
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##                                                                       
## -8.043407e+01 -3.257153e+01  3.930324e+01 -4.959472e+00  9.749156e+00 
##                                                                       
## -7.463057e+00  2.654664e+01  1.316260e-01  1.982535e+01 -5.088650e+01 
##                                                                       
## -7.268292e+01  1.253513e+01  3.028654e+01  8.327867e+00  1.724740e+01 
##                                                                       
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##                                                                       
## -2.410982e+01 -4.511344e+01 -5.932098e+01  5.411900e+01 -1.841888e+01 
##                                                                       
## -3.394211e+00 -3.012003e+01 -2.920575e+01 -3.950794e+01  4.142519e+01 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -3.075756e+01  8.869927e+00 -3.208417e+01 -3.597820e+01  7.059332e+01 
##                                                                       
##  2.436750e+01  3.118903e+01 -7.543738e+01  5.918860e+01 -1.480025e+01 
##                                                                       
##  2.374632e+01 -1.807318e+01 -8.387282e+00 -5.936930e+01  4.869135e+00 
##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
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##                                                                       
## -1.655065e+01 -7.607803e+01  5.526185e+01  2.369856e+01  1.179278e+01 
##                                                                       
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## 
## $rank
## [1] 2
## 
## $fitted.values
##        1        2        3        4        5        6        7        8 
## 196.5845 196.9646 196.7396 196.3687 197.0791 195.1852 195.1850 197.8365 
##        9       10       11       12       13       14       15       16 
## 197.7286 195.7592 194.5338 196.9404 196.9469 195.4344 195.2486 193.0192 
##       17       18       19       20       21       22       23       24 
## 194.7926 196.0130 196.8186 195.7335 196.3182 194.7990 197.2324 196.5184 
##       25       26       27       28       29       30       31       32 
## 197.2044 196.5094 194.3628 197.9152 195.6047 197.5690 197.5685 196.7803 
##       33       34       35       36       37       38       39       40 
## 196.3145 194.5156 197.6404 196.7904 195.8880 197.2017 196.7338 195.9000 
##       41       42       43       44       45       46       47       48 
## 198.1826 197.3113 195.1796 198.4869 196.4479 193.9791 198.3811 197.4696 
##       49       50       51       52       53       54       55       56 
## 194.1885 196.4535 195.4061 198.1282 196.7462 198.1445 196.4100 194.8567 
##       57       58       59       60       61       62       63       64 
## 195.1797 195.9633 197.2577 196.6257 194.5879 196.5539 193.9575 195.9048 
##       65       66       67       68       69       70       71       72 
## 194.4984 196.4045 194.1080 195.4188 197.9845 195.8506 199.0550 194.3982 
##       73       74       75       76       77       78       79       80 
## 196.8186 196.1989 197.6277 195.7299 196.1909 193.5649 195.9379 194.6304 
##       81       82       83       84       85       86       87       88 
## 195.1955 198.0371 198.5586 195.4455 196.0506 197.9342 195.4646 196.4651 
##       89       90       91       92       93       94       95       96 
## 198.0158 195.2099 197.2243 195.0140 196.6504 195.3230 198.1993 195.5476 
##       97       98       99      100      101      102      103      104 
## 196.0425 196.4625 195.9098 196.5710 195.9490 198.2152 198.1592 193.8831 
##      105      106      107      108      109      110      111      112 
## 194.1213 196.1979 196.2771 198.5484 195.3560 197.9129 198.0758 198.0057 
##      113      114      115      116      117      118      119      120 
## 193.8259 196.6832 196.3945 195.3058 197.7611 197.5447 198.6836 192.7579 
##      121      122      123      124      125      126      127      128 
## 195.4164 197.3625 195.4190 195.5164 195.1553 195.3778 195.0761 195.8595 
##      129      130      131      132      133      134      135      136 
## 197.3215 197.2360 198.3224 194.0908 197.0801 194.5835 193.9174 195.2905 
##      137      138      139      140      141      142      143      144 
## 197.6425 195.3460 197.9474 195.4678 197.4638 196.5576 192.1267 195.8189 
##      145      146      147      148      149      150      151      152 
## 196.4067 197.8769 196.7119 198.7511 196.0833 196.7131 197.3722 195.8603 
##      153      154      155      156      157      158      159      160 
## 197.1357 197.8568 196.8768 196.7252 196.2925 198.0911 194.1901 196.4304 
##      161      162      163      164      165      166      167      168 
## 196.8029 196.2275 197.1882 198.5499 198.1338 197.6732 193.2230 195.5852 
##      169      170      171      172      173      174      175      176 
## 196.6521 198.4329 194.0477 196.5239 195.6669 197.5126 198.8876 195.1652 
##      177      178      179      180      181      182      183      184 
## 196.0584 196.8085 196.0005 194.7910 195.4589 195.1169 193.6240 198.2946 
##      185      186      187      188      189      190      191      192 
## 197.8400 198.5750 192.2881 195.4771 197.3458 195.6967 197.0148 197.0102 
##      193      194      195      196      197      198      199      200 
## 197.3799 197.4268 196.0922 196.6231 197.5455 194.0206 194.7287 198.2685 
##      201      202      203      204      205      206      207      208 
## 197.3701 197.3986 197.9590 198.0942 199.1786 197.7805 198.8745 194.1841 
##      209      210      211      212      213      214      215      216 
## 197.6096 194.1096 196.3290 196.4757 195.7917 198.1934 197.0411 193.5709 
##      217      218      219      220      221      222      223      224 
## 199.4839 195.8715 197.2227 195.2310 197.0301 195.7303 197.2998 198.3584 
##      225      226      227      228      229      230      231      232 
## 196.8076 195.6145 196.1574 198.7320 198.1120 197.0275 194.8315 195.8429 
##      233      234      235      236      237      238      239      240 
## 196.1760 197.2219 195.2987 197.1369 195.9921 198.0205 195.2210 196.2254 
##      241      242      243      244      245      246      247      248 
## 197.5754 196.6500 196.5962 195.3259 198.7404 197.0782 196.8018 198.6809 
##      249      250      251      252      253      254      255      256 
## 193.7043 196.9810 197.9251 196.7484 196.1251 193.3571 196.6532 197.7356 
##      257      258      259      260      261      262      263      264 
## 195.3081 196.1522 195.4298 197.4312 195.5192 197.3582 195.7550 196.8577 
##      265      266      267      268      269      270      271      272 
## 196.7942 194.9864 197.6265 197.7010 196.4197 197.4733 195.3548 196.2586 
##      273      274      275      276      277      278      279      280 
## 196.2884 193.9444 197.4014 194.0252 194.9921 195.1590 195.6685 197.8180 
##      281      282      283      284      285      286      287      288 
## 196.6036 197.7906 196.7040 191.6903 196.0861 198.8777 197.4361 192.1313 
##      289      290      291      292      293      294      295      296 
## 194.2605 195.6256 197.0996 199.0885 196.7223 197.9752 197.4943 198.8197 
##      297      298      299      300      301      302      303      304 
## 195.6966 196.3811 193.9270 195.0559 196.2820 198.2085 197.2594 195.3562 
##      305      306      307      308      309      310      311      312 
## 195.3309 197.4981 198.2451 196.8614 197.5501 197.3803 192.4140 193.9022 
##      313      314      315      316      317      318      319      320 
## 195.0884 192.4909 194.2631 198.2066 196.1402 193.3423 195.7407 195.5598 
##      321      322      323      324      325      326      327      328 
## 197.6897 197.4067 194.4895 198.2632 193.4084 197.8576 196.0665 196.5209 
##      329      330      331      332      333      334      335      336 
## 194.9726 196.1980 195.8981 196.9751 197.0421 197.4309 195.4301 195.7547 
##      337      338      339      340      341      342      343      344 
## 194.0368 196.9661 196.5333 196.8792 197.9833 194.9157 197.5599 198.1773 
##      345      346      347      348      349      350      351      352 
## 197.3118 193.4197 196.7813 193.3877 197.0396 196.4834 197.4628 194.6075 
##      353      354      355      356      357      358      359      360 
## 197.0599 198.6537 195.5048 198.1367 195.7987 195.0827 194.8043 198.1150 
##      361      362      363      364      365      366      367      368 
## 196.8274 197.0856 196.3757 198.2246 197.7963 195.2861 191.0401 195.0469 
##      369      370      371      372      373      374      375      376 
## 195.9473 194.3079 195.2580 197.1897 193.8609 198.8842 199.3867 194.9681 
##      377      378      379      380      381      382      383      384 
## 196.9180 196.4377 192.2833 196.6466 195.1077 195.8178 195.6466 192.4920 
##      385      386      387      388      389      390      391      392 
## 197.8451 196.6985 192.8076 197.3809 197.7825 195.4291 194.7137 198.5772 
##      393      394      395      396      397      398      399      400 
## 197.4442 197.0809 195.9704 197.2669 198.5430 195.7294 196.4234 197.7197 
##      401      402      403      404      405      406      407      408 
## 193.6713 197.6876 197.5295 197.8070 196.7829 191.9875 196.5770 198.4138 
##      409      410      411      412      413      414      415      416 
## 195.7142 195.1713 195.4320 197.6079 193.8329 195.5223 197.0885 195.5391 
##      417      418      419      420      421      422      423      424 
## 194.7163 196.7823 197.5376 196.3317 197.0156 196.5073 196.0343 196.8320 
##      425      426      427      428      429      430      431      432 
## 193.7287 193.0518 196.7329 197.6604 197.0212 194.7714 197.5169 196.1200 
##      433      434      435      436      437      438      439      440 
## 195.7748 195.3952 195.1283 197.3719 193.2135 198.0911 196.6474 196.3877 
##      441      442      443      444      445      446      447      448 
## 195.6677 195.1462 195.4927 195.5448 196.3619 196.2157 199.0625 196.5709 
##      449      450      451      452      453      454      455      456 
## 198.0114 195.6373 199.7288 198.6764 196.5499 196.5223 196.3065 197.6278 
##      457      458      459      460      461      462      463      464 
## 197.2678 197.6975 199.7919 199.0075 198.3311 194.2219 197.5591 197.0035 
##      465      466      467      468      469      470      471      472 
## 195.6453 195.3166 196.4467 197.5440 195.0456 198.3633 196.5340 194.7379 
##      473      474      475      476      477      478      479      480 
## 197.8748 197.0056 196.1198 195.6815 196.7210 193.9727 196.1597 196.8669 
##      481      482      483      484      485      486      487      488 
## 197.7242 195.7751 196.9916 196.6834 196.0389 197.1911 197.5943 194.9205 
##      489      490      491      492      493      494      495      496 
## 198.5206 197.1585 196.4699 195.0325 197.0036 196.4405 196.4917 197.5523 
##      497      498      499      500      501      502      503      504 
## 198.1611 198.3187 195.6696 197.0914 195.5184 196.8721 195.1394 196.3237 
##      505      506      507      508      509      510      511      512 
## 193.1802 197.3314 192.8440 196.6227 198.6972 194.7743 192.8177 196.3910 
##      513      514      515      516      517      518      519      520 
## 193.6678 196.0890 196.7525 192.9583 192.2374 197.2047 195.1283 195.6739 
##      521      522      523      524      525      526      527      528 
## 196.4744 196.1077 197.3966 197.9799 192.8830 196.8952 198.5435 196.9084 
##      529      530      531      532      533      534      535      536 
## 194.8105 197.0507 195.3401 193.2668 195.4406 196.7859 195.4542 197.6030 
##      537      538      539      540      541      542      543      544 
## 196.9158 198.5360 198.3762 198.0327 196.7257 195.5560 197.9214 194.8656 
##      545      546      547      548      549      550      551      552 
## 198.2517 199.3994 191.6106 197.2335 195.6352 197.4432 195.8052 197.0178 
##      553      554      555      556      557      558      559      560 
## 197.4873 198.8603 195.5830 195.0647 199.4771 198.6436 196.6503 195.0966 
##      561      562      563      564      565      566      567      568 
## 195.1249 197.6246 194.4582 197.6077 195.4254 196.8228 195.6978 195.8078 
##      569      570      571      572      573      574      575      576 
## 197.0294 197.4578 197.8836 198.5302 199.4093 197.6017 196.0697 196.5619 
##      577      578      579      580      581      582      583      584 
## 195.3253 197.4163 195.3448 198.2075 196.8837 198.4005 195.8625 192.3883 
##      585      586      587      588      589      590      591      592 
## 194.7276 195.7881 196.0669 198.3245 197.7202 197.1272 199.3206 197.3334 
##      593      594      595      596      597      598      599      600 
## 197.2631 196.5438 195.5748 198.1501 193.2964 196.7932 197.9864 193.2517 
##      601      602      603      604      605      606      607      608 
## 195.4802 195.2931 197.4090 194.8453 196.9649 197.6688 197.1604 198.7446 
##      609      610      611      612      613      614      615      616 
## 198.6819 197.1526 194.2972 195.1194 195.0542 192.3503 196.0415 195.8849 
##      617      618      619      620      621      622      623      624 
## 196.6074 195.1034 198.7859 195.9838 196.7239 194.8542 192.7972 194.5547 
##      625      626      627      628      629      630      631      632 
## 195.2019 196.2821 193.2069 197.0982 193.7865 196.5388 196.0513 198.3362 
##      633      634      635      636      637      638      639      640 
## 197.6769 194.7616 196.4958 196.7295 193.3203 197.9948 193.4266 197.8317 
##      641      642      643      644      645      646      647      648 
## 197.8519 195.4365 196.7094 197.3637 198.2852 195.7181 198.1385 197.2887 
##      649      650      651      652      653      654      655      656 
## 192.3953 195.4208 197.8519 197.5317 197.7526 196.7321 197.5801 196.0968 
##      657      658      659      660      661      662      663      664 
## 198.2092 196.0227 196.1972 196.6352 195.9802 198.1790 197.9881 198.6469 
##      665      666      667      668      669      670      671      672 
## 196.8930 199.0678 191.0856 196.1151 198.0358 195.0536 196.2031 197.6797 
##      673      674      675      676      677      678      679      680 
## 197.5161 197.2645 194.7619 196.6840 197.1445 195.9010 196.0442 196.4952 
##      681      682      683      684      685      686      687      688 
## 198.5302 195.5387 196.4703 197.7980 197.9768 196.9554 194.3225 196.5218 
##      689      690      691      692      693      694      695      696 
## 197.3298 198.8623 197.2076 194.5715 192.9360 196.6425 194.6148 194.3575 
##      697      698      699      700      701      702      703      704 
## 195.8110 196.7150 195.5966 193.7005 197.7115 197.5725 196.7977 197.4154 
##      705      706      707      708      709      710      711      712 
## 196.7270 194.2149 195.2994 198.6531 194.7618 197.1195 194.1264 195.0410 
##      713      714      715      716      717      718      719      720 
## 195.5407 197.6598 197.7843 197.6958 195.6921 198.1412 195.9518 193.5941 
##      721      722      723      724      725      726      727      728 
## 196.4058 195.2141 196.0053 197.5874 197.3861 197.8221 193.3773 197.5753 
##      729      730      731      732      733      734      735      736 
## 195.8367 197.6196 196.1991 197.0475 198.1935 197.6330 196.7169 196.9938 
##      737      738      739      740      741      742      743      744 
## 195.8362 198.2881 198.0902 197.8157 198.2536 194.2156 198.9268 194.2992 
##      745      746      747      748      749      750      751      752 
## 197.8172 195.2451 195.3198 197.0533 196.0830 196.3039 196.1548 198.2059 
##      753      754      755      756      757      758      759      760 
## 194.6174 196.2536 196.6198 196.7426 196.4002 197.5918 197.9044 195.4870 
##      761      762      763      764      765      766      767      768 
## 196.4290 194.0349 197.3785 197.9172 195.6316 196.7839 195.3371 197.3058 
##      769      770      771      772      773      774      775      776 
## 197.8022 194.1608 193.5594 193.3863 194.1568 197.4432 197.9799 195.4813 
##      777      778      779      780      781      782      783      784 
## 195.2773 198.9636 193.8374 195.7769 195.9899 195.3527 198.5509 198.7819 
##      785      786      787      788      789      790      791      792 
## 197.0362 196.4762 198.5204 198.4229 194.9111 195.8954 197.8399 194.4293 
##      793      794      795      796      797      798      799      800 
## 195.6841 195.0946 199.0472 197.6567 199.0037 196.9959 196.0979 196.6195 
##      801      802      803      804      805      806      807      808 
## 196.2779 198.5540 197.0113 197.7506 193.9662 197.4097 195.4547 195.0443 
##      809      810      811      812      813      814      815      816 
## 196.7984 195.6926 197.2648 198.4042 197.5401 198.5942 199.0027 196.0505 
##      817      818      819      820      821      822      823      824 
## 197.7003 196.3979 194.7151 198.0803 195.6766 195.2467 195.3201 197.9850 
##      825      826      827      828      829      830      831      832 
## 197.4383 195.2274 196.6459 196.2907 197.4579 196.3552 196.9686 194.2340 
##      833      834      835      836      837      838      839      840 
## 196.0012 196.2975 196.0901 197.2056 198.0177 195.8458 198.0134 195.8332 
##      841      842      843      844      845      846      847      848 
## 194.5813 198.7088 194.8887 197.4013 198.6579 198.5911 195.0758 196.0680 
##      849      850      851      852      853      854      855      856 
## 197.3064 194.7979 196.5781 194.2064 197.0362 193.0606 197.1688 193.6250 
##      857      858      859      860      861      862      863      864 
## 196.7216 195.4369 194.4770 195.2843 197.3948 195.2290 197.2393 198.9528 
##      865      866      867      868      869      870      871      872 
## 197.5065 196.9886 196.8164 195.9830 198.5103 195.7090 197.1326 198.3817 
##      873      874      875      876      877      878      879      880 
## 196.4655 199.5773 198.5111 197.6195 196.4143 194.2451 197.6297 195.1309 
##      881      882      883      884      885      886      887      888 
## 195.3696 196.1305 198.3790 194.5710 195.4030 196.0325 197.9620 196.2262 
##      889      890      891      892      893      894      895      896 
## 197.8665 195.6771 197.5430 195.2572 194.4105 196.6839 195.5943 193.7586 
##      897      898      899      900      901      902      903      904 
## 194.7912 198.8312 197.1511 197.0515 197.7758 199.2403 194.3837 196.8825 
##      905      906      907      908      909      910      911      912 
## 197.2691 194.2334 193.9150 193.2879 198.8150 197.0728 196.8014 198.6606 
##      913      914      915      916      917      918      919      920 
## 197.0594 198.2271 196.6730 196.3628 196.3627 197.6184 198.0010 194.5389 
##      921      922      923      924      925      926      927      928 
## 193.8588 193.4712 195.4285 195.7848 198.9982 198.2456 197.1220 195.6112 
##      929      930      931      932      933      934      935      936 
## 197.8496 198.0393 193.3603 196.3904 197.5751 197.2059 194.0477 197.0785 
##      937      938      939      940      941      942      943      944 
## 193.9744 198.2844 195.7999 198.1573 197.2926 199.2386 196.6260 197.5595 
##      945      946      947      948      949      950      951      952 
## 196.6361 196.1761 192.4369 197.8356 195.7434 194.8606 195.7072 199.3210 
##      953      954      955      956      957      958      959      960 
## 197.4671 197.0793 194.0085 196.2470 196.7113 198.2539 198.7157 196.7008 
##      961      962      963      964      965      966      967      968 
## 192.8435 196.7828 197.7944 197.5393 195.3762 196.6450 197.7522 195.6962 
##      969      970      971      972      973      974      975      976 
## 199.2527 194.0706 197.1740 196.1896 194.9795 196.0079 198.4974 195.2678 
##      977      978      979      980      981      982      983      984 
## 196.0887 197.3838 197.8692 196.6647 197.2769 197.7842 194.8448 196.0095 
##      985      986      987      988      989      990      991      992 
## 195.5818 198.1959 198.1835 191.7993 195.5079 196.7412 195.1329 196.2035 
##      993      994      995      996      997      998      999     1000 
## 193.2165 197.8609 196.5621 198.7061 195.9687 195.5354 196.8297 195.8666 
##     1001     1002     1003     1004     1005     1006     1007     1008 
## 194.8361 196.5172 197.4709 194.2798 196.4188 195.8747 197.0992 199.5549 
##     1009     1010     1011     1012     1013     1014     1015     1016 
## 197.9048 194.4408 196.4986 197.7271 198.1325 198.1661 196.6952 193.0815 
##     1017     1018     1019     1020     1021     1022     1023     1024 
## 197.4054 195.1569 196.4469 195.2479 195.4913 195.6756 198.3920 197.9329 
##     1025     1026     1027     1028     1029     1030     1031     1032 
## 197.0797 192.9445 195.1489 197.7917 196.2646 198.3960 199.4416 190.2401 
##     1033     1034     1035     1036     1037     1038     1039     1040 
## 195.3604 196.9101 196.7118 193.0419 195.6298 198.6724 194.5045 198.3834 
##     1041     1042     1043     1044     1045     1046     1047     1048 
## 195.5825 195.8032 197.7959 198.6749 196.3032 194.1813 195.4170 197.7264 
##     1049     1050     1051     1052     1053     1054     1055     1056 
## 196.6576 195.9857 196.3412 195.7352 196.2262 197.9034 196.0333 196.7037 
##     1057     1058     1059     1060     1061     1062     1063     1064 
## 197.0851 197.0515 197.4791 195.4786 197.3432 194.8513 195.5312 197.8252 
##     1065     1066     1067     1068     1069     1070     1071     1072 
## 195.0471 197.4458 196.0760 196.1913 190.5097 196.7125 196.4137 196.3163 
##     1073     1074     1075     1076     1077     1078     1079     1080 
## 195.1595 196.2266 199.1255 198.5420 196.5192 191.7274 196.9653 196.6858 
##     1081     1082     1083     1084     1085     1086     1087     1088 
## 198.2256 196.1347 197.6082 195.4334 196.4843 196.1794 197.8193 195.4882 
##     1089     1090     1091     1092     1093     1094     1095     1096 
## 198.8342 197.1747 197.7827 196.7329 197.1567 196.4970 196.2269 196.4054 
##     1097     1098     1099     1100     1101     1102     1103     1104 
## 192.3023 197.2446 193.7133 194.7609 198.1241 193.2008 197.6499 197.2378 
##     1105     1106     1107     1108     1109     1110     1111     1112 
## 196.4299 196.3695 192.3999 198.8364 193.8773 196.7778 195.1939 198.1428 
##     1113     1114     1115     1116     1117     1118     1119     1120 
## 196.3035 196.3520 193.1030 194.7820 196.4269 194.1942 197.2326 197.0533 
##     1121     1122     1123     1124     1125     1126     1127     1128 
## 195.7584 196.6402 197.8730 196.8201 194.3066 194.0820 196.9799 196.1371 
##     1129     1130     1131     1132     1133     1134     1135     1136 
## 197.1074 197.2582 195.7552 199.7471 195.5614 194.5851 197.6329 198.1500 
##     1137     1138     1139     1140     1141     1142     1143     1144 
## 195.3667 195.2638 194.3210 196.9829 195.2438 193.2947 197.4289 194.1095 
##     1145     1146     1147     1148     1149     1150     1151     1152 
## 196.8191 197.2402 193.8629 194.1576 197.9168 195.8807 197.9039 198.9530 
##     1153     1154     1155     1156     1157     1158     1159     1160 
## 196.3738 194.3742 196.0880 193.5516 195.0955 195.9165 194.1675 195.0858 
##     1161     1162     1163     1164     1165     1166     1167     1168 
## 197.4809 194.4668 192.5851 197.9666 195.5889 197.2637 196.8304 194.8894 
##     1169     1170     1171     1172     1173     1174     1175     1176 
## 197.6719 193.5826 195.5137 195.8696 196.0955 198.1865 197.0624 193.0659 
##     1177     1178     1179     1180     1181     1182     1183     1184 
## 198.2095 196.8330 194.1718 197.0235 197.1840 194.9213 198.4643 196.6240 
##     1185     1186     1187     1188     1189     1190     1191     1192 
## 195.9919 197.9395 190.3309 196.7970 196.9404 195.3929 196.8261 193.0865 
##     1193     1194     1195     1196     1197     1198     1199     1200 
## 199.2707 196.1690 197.6735 197.4031 197.7609 197.0646 197.1731 195.7701 
##     1201     1202     1203     1204     1205     1206     1207     1208 
## 197.7728 196.8166 195.7367 197.1755 196.2764 198.7027 194.9278 198.4617 
##     1209     1210     1211     1212     1213     1214     1215     1216 
## 194.8632 194.3782 197.5729 194.8585 197.5361 196.7478 196.7001 195.4913 
##     1217     1218     1219     1220     1221     1222     1223     1224 
## 196.6641 194.6802 195.6733 194.1588 196.2346 194.4783 197.4866 196.1833 
##     1225     1226     1227     1228     1229     1230     1231     1232 
## 197.8680 197.9968 197.8526 194.5868 197.0604 197.4735 194.6009 194.9291 
##     1233     1234     1235     1236     1237     1238     1239     1240 
## 198.5708 194.2292 198.5002 196.2945 198.0090 195.4846 196.0694 194.5074 
##     1241     1242     1243     1244     1245     1246     1247     1248 
## 197.9748 197.1552 197.0161 197.9332 196.6560 196.2708 197.6408 194.1195 
##     1249     1250     1251     1252     1253     1254     1255     1256 
## 197.1829 198.4088 196.3710 192.5103 197.7948 197.0527 195.2921 195.5182 
##     1257     1258     1259     1260     1261     1262     1263     1264 
## 196.7903 198.1393 196.6992 198.5975 197.3486 196.9448 197.5461 195.8972 
##     1265     1266     1267     1268     1269     1270     1271     1272 
## 197.4467 197.1476 193.2192 196.1733 197.9963 195.5111 197.1774 192.5301 
##     1273     1274     1275     1276     1277     1278     1279     1280 
## 194.0018 195.6262 194.2605 197.2351 196.6504 193.4328 197.8094 196.3923 
##     1281     1282     1283     1284     1285     1286     1287     1288 
## 197.3199 196.8917 197.4253 197.8528 194.1220 197.9128 198.2381 196.9431 
##     1289     1290     1291     1292     1293     1294     1295     1296 
## 194.4530 196.8516 193.1555 196.5744 199.3484 197.4582 194.8000 198.1067 
##     1297     1298     1299     1300     1301     1302     1303     1304 
## 197.4142 195.7328 196.6395 197.0429 195.7521 197.3711 192.3453 198.2505 
##     1305     1306     1307     1308     1309     1310     1311     1312 
## 197.7723 197.6061 196.9958 198.3963 196.9681 195.5713 195.3944 197.1725 
##     1313     1314     1315     1316     1317     1318     1319     1320 
## 197.8743 197.6142 195.9583 196.4607 198.6494 197.4765 192.9336 195.3204 
##     1321     1322     1323     1324     1325     1326     1327     1328 
## 194.2733 194.5048 196.8116 196.8952 199.0989 198.4253 195.9376 198.5328 
##     1329     1330     1331     1332     1333     1334     1335     1336 
## 196.1768 196.7434 195.6970 197.6369 192.2978 198.2363 196.4962 195.8931 
##     1337     1338     1339     1340     1341     1342     1343     1344 
## 197.0285 196.8722 196.4522 193.8902 198.2526 192.9495 195.8597 191.7637 
##     1345     1346     1347     1348     1349     1350     1351     1352 
## 196.9560 196.5595 197.1225 196.9504 197.3364 197.2788 197.1282 197.9554 
##     1353     1354     1355     1356     1357     1358     1359     1360 
## 194.7260 199.5178 196.1733 197.8618 194.6904 196.6312 196.8588 199.0756 
##     1361     1362     1363     1364     1365     1366     1367     1368 
## 197.0762 197.6406 198.3638 195.6307 197.2677 197.3188 194.6360 197.5676 
##     1369     1370     1371     1372     1373     1374     1375     1376 
## 195.0807 195.7718 198.2579 196.0600 196.3658 197.4838 196.2309 195.7642 
##     1377     1378     1379     1380     1381     1382     1383     1384 
## 195.4497 197.4380 196.0717 195.8853 196.0645 199.4555 197.5960 196.9256 
##     1385     1386     1387     1388     1389     1390     1391     1392 
## 197.1628 196.8631 196.3440 197.2913 197.8619 198.6184 196.8619 197.2873 
##     1393     1394     1395     1396     1397     1398     1399     1400 
## 196.1213 195.9291 195.7262 195.0738 196.4232 196.0502 195.0101 196.1871 
##     1401     1402     1403     1404     1405     1406     1407     1408 
## 194.8827 198.7631 198.5153 193.9450 197.1803 196.4266 194.4207 195.5702 
##     1409     1410     1411     1412     1413     1414     1415     1416 
## 198.4216 197.9887 196.5990 196.5884 198.7206 197.1768 194.3616 197.7927 
##     1417     1418     1419     1420     1421     1422     1423     1424 
## 198.0854 195.9645 197.2660 197.3588 197.0984 198.3481 197.0522 199.5722 
##     1425     1426     1427     1428     1429     1430     1431     1432 
## 196.5417 198.1838 197.2982 198.7546 197.9228 195.7907 195.9319 198.1975 
##     1433     1434     1435     1436     1437     1438     1439     1440 
## 194.9677 196.2539 196.8056 198.2751 196.6135 193.7734 197.2601 197.8724 
##     1441     1442     1443     1444     1445     1446     1447     1448 
## 196.6379 198.2574 197.5792 198.3873 199.1737 192.2979 196.8107 197.2021 
##     1449     1450     1451     1452     1453     1454     1455     1456 
## 196.2506 197.7725 196.9237 196.9720 196.7574 195.8084 196.7408 197.2770 
##     1457     1458     1459     1460     1461     1462     1463     1464 
## 198.2413 196.4220 198.3953 197.6972 193.2048 197.4579 192.1619 197.2067 
##     1465     1466     1467     1468     1469     1470     1471     1472 
## 196.3355 196.0202 196.0138 197.3364 198.2040 194.1381 195.5376 193.8495 
##     1473     1474     1475     1476     1477     1478     1479     1480 
## 197.3747 196.5388 193.7035 195.3415 196.3199 193.6989 198.5479 195.2705 
##     1481     1482     1483     1484     1485     1486     1487     1488 
## 196.2799 195.8255 197.3654 199.0144 197.8503 194.7242 196.6809 194.0187 
##     1489     1490     1491     1492     1493     1494     1495     1496 
## 194.5087 197.5279 195.2274 198.7417 198.1991 196.0751 196.4113 193.2726 
##     1497     1498     1499     1500     1501     1502     1503     1504 
## 198.2011 197.3287 197.0555 197.4133 197.3187 195.9746 193.6962 195.5005 
##     1505     1506     1507     1508     1509     1510     1511     1512 
## 196.2300 197.5581 196.7607 196.3126 195.5198 197.8181 196.5282 196.5096 
##     1513     1514     1515     1516     1517     1518     1519     1520 
## 196.6732 196.9585 196.6065 197.6233 194.6840 196.3970 199.0319 197.8366 
##     1521     1522     1523     1524     1525     1526     1527     1528 
## 196.5314 198.3389 194.4553 194.0057 198.5555 194.2092 197.4734 192.0250 
##     1529     1530     1531     1532     1533     1534     1535     1536 
## 195.7281 196.0682 193.5373 193.7282 197.2249 197.2196 195.5716 192.9734 
##     1537     1538     1539     1540     1541     1542     1543     1544 
## 197.5027 199.9996 192.4707 196.5080 195.0812 198.1572 196.7689 195.9003 
##     1545     1546     1547     1548     1549     1550     1551     1552 
## 197.5627 195.4587 193.8210 197.4979 193.8625 195.2573 195.2755 196.0137 
##     1553     1554     1555     1556     1557     1558     1559     1560 
## 198.0017 197.4613 190.3068 197.5276 192.2845 194.6574 196.6418 195.9903 
##     1561     1562     1563     1564     1565     1566     1567     1568 
## 193.9494 196.2752 196.9718 199.5124 195.2613 195.0041 197.2550 195.9087 
##     1569     1570     1571     1572     1573     1574     1575     1576 
## 195.8268 196.2918 195.9477 198.5865 193.3520 197.4376 195.8949 197.3091 
##     1577     1578     1579     1580     1581     1582     1583     1584 
## 194.8072 198.2631 196.2690 198.0104 196.3355 195.1932 198.6447 196.8122 
##     1585     1586     1587     1588     1589     1590     1591     1592 
## 197.4259 197.8923 196.0128 195.1445 197.9373 195.6446 198.0466 195.0415 
##     1593     1594     1595     1596     1597     1598     1599     1600 
## 195.5465 198.6871 195.9185 195.3781 194.4212 196.1419 194.5849 193.1103 
##     1601     1602     1603     1604     1605     1606     1607     1608 
## 197.3821 194.5205 194.4612 197.6420 196.3395 199.5079 198.2022 193.2412 
##     1609     1610     1611     1612     1613     1614     1615     1616 
## 193.9875 195.9769 197.1426 196.9059 198.3425 194.7638 198.3354 198.0156 
##     1617     1618     1619     1620     1621     1622     1623     1624 
## 195.8342 197.6017 197.3234 194.0455 196.7022 197.3120 195.4263 197.7176 
##     1625     1626     1627     1628     1629     1630     1631     1632 
## 193.9625 193.1804 197.2544 194.3943 197.2547 197.0652 197.3439 195.4928 
##     1633     1634     1635     1636     1637     1638     1639     1640 
## 193.8175 199.0321 197.9567 198.7072 195.3377 195.5128 198.9119 196.2769 
##     1641     1642     1643     1644     1645     1646     1647     1648 
## 194.7663 198.3351 192.7462 197.4591 196.1497 196.7315 197.5341 197.8102 
##     1649     1650     1651     1652     1653     1654     1655     1656 
## 195.2699 193.8237 196.2901 197.1413 196.9026 197.5720 194.8984 196.4790 
##     1657     1658     1659     1660     1661     1662     1663     1664 
## 197.6816 197.9753 198.0323 197.0787 194.2892 196.6975 196.6745 194.4461 
##     1665     1666     1667     1668     1669     1670     1671     1672 
## 197.6699 196.7355 196.4298 197.2754 193.2564 199.0155 193.3874 197.5868 
##     1673     1674     1675     1676     1677     1678     1679     1680 
## 196.6192 197.4727 196.9055 196.5664 197.6369 194.9281 196.5338 197.9848 
##     1681     1682     1683     1684     1685     1686     1687     1688 
## 198.4878 195.7598 196.5615 195.2209 197.3809 198.2913 194.6732 195.5193 
##     1689     1690     1691     1692     1693     1694     1695     1696 
## 197.0517 197.1461 196.3921 193.4956 196.1873 196.8497 195.7219 196.6390 
##     1697     1698     1699     1700     1701     1702     1703     1704 
## 195.6482 197.1566 195.0569 198.1534 195.0649 198.4443 194.1966 194.7793 
##     1705     1706     1707     1708     1709     1710     1711     1712 
## 197.8394 198.7056 196.9868 194.5763 195.2982 198.1549 197.9950 197.6391 
##     1713     1714     1715     1716     1717     1718     1719     1720 
## 196.7605 196.1656 193.3458 196.7815 195.4733 193.8082 197.3104 196.3474 
##     1721     1722     1723     1724     1725     1726     1727     1728 
## 198.2846 195.3726 194.8202 197.4683 194.4605 198.2396 196.9049 196.9813 
##     1729     1730     1731     1732     1733     1734     1735     1736 
## 196.6325 198.4268 196.3370 195.5341 194.9237 197.2975 197.1936 197.8037 
##     1737     1738     1739     1740     1741     1742     1743     1744 
## 196.8387 197.0903 195.1818 195.8501 194.9179 194.1337 197.7141 195.3832 
##     1745     1746     1747     1748     1749     1750     1751     1752 
## 196.3787 197.6618 191.6017 196.5075 195.2704 196.4218 194.3906 196.3961 
##     1753     1754     1755     1756     1757     1758     1759     1760 
## 197.0176 196.6225 198.1751 196.1658 195.2876 196.5633 196.6911 196.9563 
##     1761     1762     1763     1764     1765     1766     1767     1768 
## 198.0815 196.2939 195.0885 196.6738 195.5819 194.3177 193.0817 198.7333 
##     1769     1770     1771     1772     1773     1774     1775     1776 
## 196.6858 195.9520 194.2932 197.5157 194.2697 194.6102 196.4230 198.3196 
##     1777     1778     1779     1780     1781     1782     1783     1784 
## 194.1095 195.9773 194.4533 198.4612 196.6346 195.7682 197.9790 195.3717 
##     1785     1786     1787     1788     1789     1790     1791     1792 
## 191.3988 195.2053 195.8482 196.4364 194.6247 198.1394 198.5736 197.1136 
##     1793     1794     1795     1796     1797     1798     1799     1800 
## 197.6176 196.8797 194.5135 196.5425 199.3444 195.6795 198.8944 195.8591 
##     1801     1802     1803     1804     1805     1806     1807     1808 
## 195.8820 196.5401 197.8548 196.8689 193.9462 197.8088 195.4439 196.2983 
##     1809     1810     1811     1812     1813     1814     1815     1816 
## 196.2137 197.0818 198.5157 196.9102 198.0178 196.7741 196.2108 192.3200 
##     1817     1818     1819     1820     1821     1822     1823     1824 
## 195.6224 196.3376 197.0279 194.9314 196.6338 196.9601 196.4916 196.8765 
##     1825     1826     1827     1828     1829     1830     1831     1832 
## 194.8134 193.3770 198.7272 196.6910 195.1898 193.6850 198.4527 195.9706 
##     1833     1834     1835     1836     1837     1838     1839     1840 
## 194.5260 197.8350 197.3914 196.3232 192.8578 195.4990 194.8248 198.0106 
##     1841     1842     1843     1844     1845     1846     1847     1848 
## 198.2310 195.7961 196.7927 196.8962 197.9283 196.3971 194.7947 198.1370 
##     1849     1850     1851     1852     1853     1854     1855     1856 
## 196.0587 196.5720 197.1812 196.3830 195.8028 197.7026 196.3424 195.9403 
##     1857     1858     1859     1860     1861     1862     1863     1864 
## 197.3178 198.1481 192.1377 195.2539 195.5202 195.8250 195.1778 194.7691 
##     1865     1866     1867     1868     1869     1870     1871     1872 
## 197.1954 195.4735 197.6588 195.7492 194.4408 193.4935 195.9357 196.1881 
##     1873     1874     1875     1876     1877     1878     1879     1880 
## 196.6249 197.1563 195.0660 193.5411 196.3680 198.0971 197.1814 197.1224 
##     1881     1882     1883     1884     1885     1886     1887     1888 
## 197.8796 197.7762 193.8005 198.6294 195.7742 197.6825 195.9146 195.5977 
##     1889     1890     1891     1892     1893     1894     1895     1896 
## 196.6651 194.8639 196.3931 197.0194 193.3065 195.0411 196.2831 193.7189 
##     1897     1898     1899     1900     1901     1902     1903     1904 
## 198.0294 194.7783 199.0629 196.6341 196.9247 193.3065 196.6311 195.3433 
##     1905     1906     1907     1908     1909     1910     1911     1912 
## 197.9761 197.8842 197.7963 196.8998 198.8205 197.2681 198.2835 197.5416 
##     1913     1914     1915     1916     1917     1918     1919     1920 
## 194.2177 195.0195 196.4299 195.6024 194.8148 196.6420 198.8401 195.0852 
##     1921     1922     1923     1924     1925     1926     1927     1928 
## 197.8659 194.6807 197.3366 195.4662 197.0938 196.8450 193.2971 195.7207 
##     1929     1930     1931     1932     1933     1934     1935     1936 
## 196.9683 197.5170 194.7628 195.7706 195.7310 195.8375 197.2574 193.6860 
##     1937     1938     1939     1940     1941     1942     1943     1944 
## 198.2067 197.2345 197.8118 196.6479 195.2760 197.5228 196.5737 196.0833 
##     1945     1946     1947     1948     1949     1950     1951     1952 
## 196.6188 193.7399 197.0650 199.3390 197.5395 194.0856 196.6664 196.2160 
##     1953     1954     1955     1956     1957     1958     1959     1960 
## 195.8697 197.4708 196.5144 191.6220 194.0760 195.4381 194.4936 196.2884 
##     1961     1962     1963     1964     1965     1966     1967     1968 
## 196.7317 196.2641 195.5640 197.2201 194.3763 196.5402 197.7825 196.5111 
##     1969     1970     1971     1972     1973     1974     1975     1976 
## 197.7227 197.5068 196.6962 196.9864 198.3054 196.2139 198.9373 197.2168 
##     1977     1978     1979     1980     1981     1982     1983     1984 
## 196.7050 195.7046 196.4031 193.6797 193.4008 196.6860 194.8649 198.0188 
##     1985     1986     1987     1988     1989     1990     1991     1992 
## 191.9715 195.3912 196.2739 197.5106 195.7247 195.1330 196.4267 197.8305 
##     1993     1994     1995     1996     1997     1998     1999     2000 
## 198.6745 194.0759 196.6780 196.7031 196.7460 196.8271 194.1985 196.3728 
##     2001     2002     2003     2004     2005     2006     2007     2008 
## 194.1622 194.8490 196.7683 196.8139 196.4183 198.0074 198.0725 197.1628 
##     2009     2010     2011     2012     2013     2014     2015     2016 
## 198.8187 197.7696 193.0861 195.1111 191.8255 194.5520 195.8321 197.5771 
##     2017     2018     2019     2020     2021     2022     2023     2024 
## 196.8867 193.5258 194.0094 196.6964 195.7342 195.7418 196.6672 195.6883 
##     2025     2026     2027     2028     2029     2030     2031     2032 
## 195.4220 198.0245 197.3131 194.6063 196.4770 197.6489 196.9310 195.8202 
##     2033     2034     2035     2036     2037     2038     2039     2040 
## 193.9160 197.1056 196.2924 196.3675 194.8953 198.5763 196.2874 198.8503 
##     2041     2042     2043     2044     2045     2046     2047     2048 
## 197.5859 195.6625 198.2045 195.8044 197.6951 195.5994 197.8838 194.4070 
##     2049     2050     2051     2052     2053     2054     2055     2056 
## 194.5660 197.2091 198.1041 194.5556 196.6674 197.6582 195.1426 194.5305 
##     2057     2058     2059     2060     2061     2062     2063     2064 
## 196.4089 197.7641 196.1185 195.9305 198.5090 195.5259 195.9579 196.2402 
##     2065     2066     2067     2068     2069     2070     2071     2072 
## 194.4522 196.7651 196.0966 197.5767 195.7668 197.1170 196.8415 196.4997 
##     2073     2074     2075     2076     2077     2078     2079     2080 
## 197.5285 197.8263 195.9060 196.0187 197.5550 195.9838 197.1243 195.5575 
##     2081     2082     2083     2084     2085     2086     2087     2088 
## 196.3307 196.8293 196.1506 194.4233 196.9038 198.0902 196.9431 196.2939 
##     2089     2090     2091     2092     2093     2094     2095     2096 
## 196.9430 195.3787 196.2794 195.9654 194.8227 196.8949 198.0922 196.6747 
##     2097     2098     2099     2100     2101     2102     2103     2104 
## 193.3411 195.1558 196.6786 197.6309 198.3201 197.6289 195.8624 194.5905 
##     2105     2106     2107     2108     2109     2110     2111     2112 
## 196.7379 196.5101 194.5949 197.1004 197.7053 198.7122 198.0148 195.7010 
##     2113     2114     2115     2116     2117     2118     2119     2120 
## 197.4446 197.7288 197.3460 195.1427 197.1387 197.4660 197.1420 194.7329 
##     2121     2122     2123     2124     2125     2126     2127     2128 
## 194.7814 194.4469 195.9267 197.8638 196.4278 196.4675 195.7682 196.8942 
##     2129     2130     2131     2132     2133     2134     2135     2136 
## 194.0254 196.5930 197.5928 197.5334 194.8729 196.8451 196.8387 197.8912 
##     2137     2138     2139     2140     2141     2142     2143     2144 
## 194.5421 196.3140 197.0905 195.8382 197.3560 198.5808 195.4648 195.5477 
##     2145     2146     2147     2148     2149     2150     2151     2152 
## 195.3289 194.7671 197.1645 196.7989 194.8638 195.5024 197.0258 196.4664 
##     2153     2154     2155     2156     2157     2158     2159     2160 
## 195.7348 197.4118 196.9579 196.5499 197.0717 197.0177 196.0948 197.3736 
##     2161     2162     2163     2164     2165     2166     2167     2168 
## 195.0440 195.7010 195.2195 194.3563 195.9135 198.1445 196.1742 195.7347 
##     2169     2170     2171     2172     2173     2174     2175     2176 
## 195.5990 197.2000 195.9072 197.8617 196.5781 195.6120 195.2653 196.4605 
##     2177     2178     2179     2180     2181     2182     2183     2184 
## 198.1651 196.8699 193.7339 196.9459 198.0796 197.4308 198.0546 194.9595 
##     2185     2186     2187     2188     2189     2190     2191     2192 
## 195.0473 196.7551 195.8193 197.4094 197.4308 196.4922 197.6838 194.5936 
##     2193     2194     2195     2196     2197     2198     2199     2200 
## 197.8968 197.0149 196.6519 196.9762 196.8773 194.3733 197.6962 196.2938 
##     2201     2202     2203     2204     2205     2206     2207     2208 
## 196.3939 197.3147 197.0311 195.4924 194.9988 198.1456 196.0802 195.7818 
##     2209     2210     2211     2212     2213     2214     2215     2216 
## 196.3854 196.5187 195.5919 196.8788 195.2021 196.5397 196.3177 197.2958 
##     2217     2218     2219     2220     2221     2222     2223     2224 
## 194.9263 195.5696 198.2163 194.1669 196.1094 195.7266 196.0592 197.8598 
##     2225     2226     2227     2228     2229     2230     2231     2232 
## 196.2744 195.2280 198.0673 196.0348 196.4546 196.8087 193.3618 194.4028 
##     2233     2234     2235     2236     2237     2238     2239     2240 
## 196.6458 196.2408 197.2455 196.6107 196.5037 197.4520 194.7450 195.3015 
##     2241     2242     2243     2244     2245     2246     2247     2248 
## 195.9388 197.6821 196.1201 196.1489 197.1506 198.1200 197.4952 195.2303 
##     2249     2250     2251     2252     2253     2254     2255     2256 
## 196.4254 196.8820 196.2514 197.1129 196.6802 196.7621 197.3307 193.2844 
##     2257     2258     2259     2260     2261     2262     2263     2264 
## 196.3349 194.4829 197.4401 196.7500 196.9156 196.9822 196.8927 194.3016 
##     2265     2266     2267     2268     2269     2270     2271     2272 
## 196.7033 194.5717 195.8697 196.4376 195.6829 197.9673 198.3892 197.2872 
##     2273     2274     2275     2276     2277     2278     2279     2280 
## 195.4111 197.0860 196.3749 194.9728 194.9571 197.9767 196.6439 195.5426 
##     2281     2282     2283     2284     2285     2286     2287     2288 
## 197.7693 195.5377 194.6195 196.2472 196.7423 194.1170 195.5271 197.5756 
##     2289     2290     2291     2292     2293     2294     2295     2296 
## 193.7657 196.7292 196.5197 197.3559 197.3100 195.0737 196.3521 195.5638 
##     2297     2298     2299     2300     2301     2302     2303     2304 
## 197.8334 196.7878 197.3259 197.6716 197.1939 196.8487 197.3606 194.0505 
##     2305     2306     2307     2308     2309     2310     2311     2312 
## 195.8212 197.8353 194.9013 194.2384 195.5536 196.1777 197.6737 196.8991 
##     2313     2314     2315     2316     2317     2318     2319     2320 
## 195.2920 197.3885 196.9582 197.0412 194.8821 195.9596 198.2661 196.8600 
##     2321     2322     2323     2324     2325     2326     2327     2328 
## 196.5694 195.4378 195.2868 197.0044 197.1755 197.1408 196.8950 195.5702 
##     2329     2330     2331     2332     2333     2334     2335     2336 
## 197.2227 196.8112 196.4681 194.3820 196.0394 195.4848 198.1065 196.8649 
##     2337     2338     2339     2340     2341     2342     2343     2344 
## 194.5972 195.4102 196.1051 197.8290 196.7741 198.0768 197.1381 196.7461 
##     2345     2346     2347     2348     2349     2350     2351     2352 
## 197.4404 194.9971 197.1315 197.5563 196.9893 197.0167 195.2481 195.3712 
##     2353     2354     2355     2356     2357     2358     2359     2360 
## 195.9253 197.3413 197.0920 195.1170 196.4524 195.6916 196.2303 197.6446 
##     2361     2362     2363     2364     2365     2366     2367     2368 
## 197.8310 195.8650 194.6617 198.1666 197.8323 195.2359 194.5129 197.8989 
##     2369     2370     2371     2372     2373     2374     2375     2376 
## 196.8063 196.4592 194.6690 195.4280 194.7690 196.4156 196.0081 197.4310 
##     2377     2378     2379     2380     2381     2382     2383     2384 
## 197.4454 196.8540 197.9497 196.5363 196.2116 196.1960 196.0252 196.8792 
##     2385     2386     2387     2388     2389     2390     2391     2392 
## 197.6218 195.7721 196.0876 197.8466 196.5202 196.3418 195.0842 196.7709 
##     2393     2394     2395     2396     2397     2398     2399     2400 
## 196.5857 197.8357 197.1165 197.0309 196.4775 195.0686 196.8811 196.6248 
##     2401     2402     2403     2404     2405     2406     2407     2408 
## 197.6197 196.6259 197.4943 197.5639 195.8135 196.2580 197.2817 195.3207 
##     2409     2410     2411     2412     2413     2414     2415     2416 
## 197.7253 197.0091 195.6066 197.2693 197.8998 197.2215 197.3077 196.2609 
##     2417     2418     2419     2420     2421     2422     2423     2424 
## 196.9211 195.7403 195.4661 197.8465 194.0122 195.1008 196.9939 197.2971 
##     2425     2426     2427     2428     2429     2430     2431     2432 
## 196.9994 194.8619 196.0406 197.5225 195.9468 195.5897 197.2461 197.1784 
##     2433     2434     2435     2436     2437     2438     2439     2440 
## 196.1503 196.1779 195.7222 196.7041 196.1922 197.4944 198.1582 195.1896 
##     2441     2442     2443     2444     2445     2446     2447     2448 
## 198.2046 194.9354 196.3061 194.1831 197.7433 194.7764 196.4182 196.8735 
##     2449     2450     2451     2452     2453     2454     2455     2456 
## 195.5266 196.5717 196.5313 194.7337 195.1192 197.1562 197.0686 198.0119 
##     2457     2458     2459     2460     2461     2462     2463     2464 
## 197.7566 195.6663 194.5403 195.0276 196.7599 196.7801 197.9380 195.4818 
##     2465     2466     2467     2468     2469     2470     2471     2472 
## 197.3935 196.0923 195.1352 198.1239 198.5623 197.9148 197.2725 196.5733 
##     2473     2474     2475     2476     2477     2478     2479     2480 
## 194.7751 197.2813 197.1291 192.4152 196.2739 197.0365 192.5847 197.6539 
##     2481     2482     2483     2484     2485     2486     2487     2488 
## 197.9434 197.5845 199.2776 194.3733 194.1181 196.3614 194.9627 197.9305 
##     2489     2490     2491     2492     2493     2494     2495     2496 
## 196.0940 195.8671 196.8028 193.3079 197.3352 198.2128 198.4922 198.0117 
##     2497     2498     2499     2500     2501     2502     2503     2504 
## 196.0900 191.5637 196.9841 196.0289 196.3268 195.9473 196.2447 194.9575 
##     2505     2506     2507     2508     2509     2510     2511     2512 
## 196.6837 197.0997 198.7921 197.1677 197.9585 195.5113 198.7986 197.5817 
##     2513     2514     2515     2516     2517     2518     2519     2520 
## 197.5718 197.8940 196.9816 195.9759 197.9613 194.5078 193.8184 194.4595 
##     2521     2522     2523     2524     2525     2526     2527     2528 
## 198.0028 197.0752 195.9216 198.1992 196.2704 196.3023 195.0515 194.7152 
##     2529     2530     2531     2532     2533     2534     2535     2536 
## 194.0974 198.0742 198.3946 197.7518 196.8540 196.0567 194.8643 194.4309 
##     2537     2538     2539     2540     2541     2542     2543     2544 
## 197.2238 192.6445 194.3543 196.1763 197.7185 195.7806 195.6036 192.9304 
##     2545     2546     2547     2548     2549     2550     2551     2552 
## 198.9307 195.6732 196.1509 194.6339 198.8464 195.9238 196.6488 198.8101 
##     2553     2554     2555     2556     2557     2558     2559     2560 
## 196.9037 193.1417 195.9256 195.6029 196.0270 195.4307 196.3861 196.9154 
##     2561     2562     2563     2564     2565     2566     2567     2568 
## 195.5356 198.6013 198.5469 194.6273 197.6549 197.9877 196.3056 194.7372 
##     2569     2570     2571     2572     2573     2574     2575     2576 
## 193.4232 196.1993 196.8485 197.2020 196.6763 197.5128 198.8612 198.4219 
##     2577     2578     2579     2580     2581     2582     2583     2584 
## 195.9734 195.9947 198.3375 197.8885 197.9956 198.5096 196.7775 198.3708 
##     2585     2586     2587     2588     2589     2590     2591     2592 
## 196.2800 193.7357 196.3945 198.0965 196.2622 198.0764 196.6689 195.1429 
##     2593     2594     2595     2596     2597     2598     2599     2600 
## 198.7070 198.0231 196.7009 198.0034 195.9418 196.9944 195.1931 197.6126 
##     2601     2602     2603     2604     2605     2606     2607     2608 
## 197.1562 197.0859 189.4735 197.1016 195.1647 195.1468 197.2333 196.0777 
##     2609     2610     2611     2612     2613     2614     2615     2616 
## 196.5519 197.2299 192.9879 197.1390 196.7870 197.3141 198.1843 196.7203 
##     2617     2618     2619     2620     2621     2622     2623     2624 
## 195.8760 197.2433 196.3137 196.8989 194.9614 196.8589 192.8897 195.8873 
##     2625     2626     2627     2628     2629     2630     2631     2632 
## 194.5954 195.7607 197.3846 193.5899 195.3963 197.8731 196.9447 197.8332 
##     2633     2634     2635     2636     2637     2638     2639     2640 
## 198.9913 199.3340 195.2059 195.5081 199.0048 197.6383 195.4214 197.9200 
##     2641     2642     2643     2644     2645     2646     2647     2648 
## 197.0307 196.9711 198.5598 199.4600 196.8517 197.1378 197.2366 198.1062 
##     2649     2650     2651     2652     2653     2654     2655     2656 
## 193.1135 195.2063 197.0017 196.4127 195.6632 197.1213 198.4626 197.4240 
##     2657     2658     2659     2660     2661     2662     2663     2664 
## 197.6966 198.7964 197.0189 195.2478 198.1946 197.3561 195.8567 197.7084 
##     2665     2666     2667     2668     2669     2670     2671     2672 
## 194.5503 195.4887 197.4132 197.1780 197.1757 197.7473 196.4497 198.1522 
##     2673     2674     2675     2676     2677     2678     2679     2680 
## 196.6513 195.9857 194.8853 196.7064 197.1694 196.6890 197.3550 199.4626 
##     2681     2682     2683     2684     2685     2686     2687     2688 
## 191.7687 198.1861 197.2482 195.8898 196.1906 195.3477 197.2917 195.7526 
##     2689     2690     2691     2692     2693     2694     2695     2696 
## 198.2468 197.6554 196.9203 196.4668 197.8684 194.9562 196.2698 196.1726 
##     2697     2698     2699     2700     2701     2702     2703     2704 
## 195.8488 197.4073 194.4575 198.9380 194.6962 196.2997 197.8929 198.4753 
##     2705     2706     2707     2708     2709     2710     2711     2712 
## 196.5162 198.6115 195.7851 194.8497 195.7991 196.6747 197.3513 197.5455 
##     2713     2714     2715     2716     2717     2718     2719     2720 
## 196.7910 195.6163 196.6552 197.5302 193.4758 193.7973 200.1127 194.1994 
##     2721     2722     2723     2724     2725     2726     2727     2728 
## 198.0678 196.8413 195.3239 197.1622 198.1042 193.1214 197.6543 196.2805 
##     2729     2730     2731     2732     2733     2734     2735     2736 
## 196.4542 197.6778 195.5698 195.8603 197.7888 197.1318 195.7706 196.7231 
##     2737     2738     2739     2740     2741     2742     2743     2744 
## 197.1837 196.4410 196.2658 196.8141 196.2792 197.7341 198.4922 198.0047 
##     2745     2746     2747     2748     2749     2750     2751     2752 
## 197.8295 194.7581 195.4428 195.5945 196.7031 193.0574 197.4495 197.4850 
##     2753     2754     2755     2756     2757     2758     2759     2760 
## 196.1913 193.6844 197.3631 196.6337 195.7800 198.8356 191.8715 193.3382 
##     2761     2762     2763     2764     2765     2766     2767     2768 
## 196.8580 197.2059 197.7988 196.1351 197.6659 196.1136 195.5492 197.1112 
##     2769     2770     2771     2772     2773     2774     2775     2776 
## 193.4856 199.0310 197.4392 197.3441 194.8654 197.9802 196.9031 194.4624 
##     2777     2778     2779     2780     2781     2782     2783     2784 
## 196.2352 198.2557 193.4468 196.4810 195.6664 196.4963 194.4597 197.1044 
##     2785     2786     2787     2788     2789     2790     2791     2792 
## 196.6065 197.8337 198.0443 193.9053 193.7563 194.4351 195.4103 195.4623 
##     2793     2794     2795     2796     2797     2798     2799     2800 
## 197.0039 195.6813 193.5718 194.9120 197.5697 197.7383 195.0803 196.0982 
##     2801     2802     2803     2804     2805     2806     2807     2808 
## 197.7007 197.6197 195.8812 196.6939 196.7577 194.8350 196.9798 196.2565 
##     2809     2810     2811     2812     2813     2814     2815     2816 
## 196.2550 196.7045 197.5893 197.8355 196.2962 197.5268 197.8199 194.8381 
##     2817     2818     2819     2820     2821     2822     2823     2824 
## 194.7081 195.2593 196.3784 194.7173 195.6424 198.4481 192.9589 198.8754 
##     2825     2826     2827     2828     2829     2830     2831     2832 
## 197.9334 195.6354 197.3965 196.8573 197.7695 194.0376 196.2937 193.2663 
##     2833     2834     2835     2836     2837     2838     2839     2840 
## 195.0168 196.0241 193.4023 198.0685 197.8853 197.7593 194.5858 195.0052 
##     2841     2842     2843     2844     2845     2846     2847     2848 
## 195.5011 197.6359 194.7328 197.4690 197.2814 196.1090 196.4925 193.0989 
##     2849     2850     2851     2852     2853     2854     2855     2856 
## 198.0927 197.5958 195.7045 195.4197 197.1623 196.8968 197.0846 197.3076 
##     2857     2858     2859     2860     2861     2862     2863     2864 
## 195.5400 194.9585 196.9936 196.5441 197.2194 195.9327 197.2202 195.4192 
##     2865     2866     2867     2868     2869     2870     2871     2872 
## 197.5362 198.4947 198.4866 197.3038 197.8710 197.9260 195.6680 196.9660 
##     2873     2874     2875     2876     2877     2878     2879     2880 
## 197.6412 197.4922 198.0198 195.7405 195.3746 195.3321 195.4639 197.9332 
##     2881     2882     2883     2884     2885     2886     2887     2888 
## 193.0963 194.6493 196.7334 194.7862 195.1551 196.7093 198.7166 197.7962 
##     2889     2890     2891     2892     2893     2894     2895     2896 
## 198.2017 197.9268 194.4688 192.3184 195.4611 197.3413 195.6992 196.9937 
##     2897     2898     2899     2900     2901     2902     2903     2904 
## 196.5728 197.8242 198.9289 197.9657 194.6068 197.9746 196.0380 197.3313 
##     2905     2906     2907     2908     2909     2910     2911     2912 
## 198.2040 194.8609 200.1845 195.1832 198.0746 197.1730 197.2192 196.7331 
##     2913     2914     2915     2916     2917     2918     2919     2920 
## 194.2806 195.9850 197.8048 195.4161 194.0999 195.9436 193.3067 197.5287 
##     2921     2922     2923     2924     2925     2926     2927     2928 
## 195.5854 198.6339 195.6576 198.7917 198.2758 196.8363 195.7799 198.2653 
##     2929     2930     2931     2932     2933     2934     2935     2936 
## 194.7637 198.8112 193.4208 197.8439 193.3414 195.0506 196.9270 195.5634 
##     2937     2938     2939     2940     2941     2942     2943     2944 
## 194.0780 193.3866 196.8426 196.0964 196.0153 195.6512 196.0967 195.7208 
##     2945     2946     2947     2948     2949     2950     2951     2952 
## 193.9304 197.7510 192.6595 196.6426 197.0914 195.8814 194.4987 196.2012 
##     2953     2954     2955     2956     2957     2958     2959     2960 
## 195.6191 197.9320 194.4712 194.6826 196.2068 198.1932 197.4078 196.3393 
##     2961     2962     2963     2964     2965     2966     2967     2968 
## 195.6442 196.2117 199.6407 192.4573 197.8985 197.6997 196.6405 196.6512 
##     2969     2970     2971     2972     2973     2974     2975     2976 
## 192.9510 193.9276 196.9265 196.3139 196.0902 197.9830 197.1852 194.3945 
##     2977     2978     2979     2980     2981     2982     2983     2984 
## 197.4318 195.2091 198.4895 197.7895 196.9982 196.9970 198.1824 196.1514 
##     2985     2986     2987     2988     2989     2990     2991     2992 
## 195.7451 195.1776 196.1020 197.2701 197.5453 196.1779 194.4831 197.4427 
##     2993     2994     2995     2996     2997     2998     2999     3000 
## 196.9713 192.3010 195.3575 194.9651 197.4211 197.4579 195.2687 195.4620 
##     3001     3002     3003     3004     3005     3006     3007     3008 
## 195.9570 194.9897 196.3437 196.1059 197.6715 196.2631 197.9229 197.7674 
##     3009     3010     3011     3012     3013     3014     3015     3016 
## 195.4610 198.2446 195.0869 196.5297 195.5833 196.7395 191.5435 197.0748 
##     3017     3018     3019     3020     3021     3022     3023     3024 
## 195.9647 198.0860 193.1042 197.8229 197.5850 196.4036 196.3861 195.3636 
##     3025     3026     3027     3028     3029     3030     3031     3032 
## 194.9109 196.1683 197.4445 195.1942 195.4576 194.9039 197.9549 198.4026 
##     3033     3034     3035     3036     3037     3038     3039     3040 
## 194.8926 197.0589 194.3746 196.9684 196.6830 196.7594 197.9773 194.5556 
##     3041     3042     3043     3044     3045     3046     3047     3048 
## 193.8333 196.0315 195.3571 194.2952 196.3973 197.4061 196.1950 196.8404 
##     3049     3050     3051     3052     3053     3054     3055     3056 
## 197.3431 197.2830 197.6203 197.1695 194.9151 197.0604 196.6779 196.1808 
##     3057     3058     3059     3060     3061     3062     3063     3064 
## 196.7333 197.1487 195.5401 195.0599 196.9226 193.1757 192.3302 197.6770 
##     3065     3066     3067     3068     3069     3070     3071     3072 
## 196.7229 196.5492 197.7646 197.1146 195.3428 198.4027 196.5677 197.0028 
##     3073     3074     3075     3076     3077     3078     3079     3080 
## 196.4020 194.0394 198.7399 196.7982 197.4629 198.5621 197.3963 199.2602 
##     3081     3082     3083     3084     3085     3086     3087     3088 
## 195.3751 196.0220 194.9218 195.7466 194.9954 197.2200 196.3210 197.6521 
##     3089     3090     3091     3092     3093     3094     3095     3096 
## 195.8611 199.0477 194.2761 195.4580 198.8117 196.7159 196.1892 194.4158 
##     3097     3098     3099     3100     3101     3102     3103     3104 
## 193.2073 197.5999 195.7269 197.8708 194.1388 197.3515 196.8392 194.8162 
##     3105     3106     3107     3108     3109     3110     3111     3112 
## 197.6240 198.2503 196.1813 192.8001 198.0681 196.7403 195.7634 197.7491 
##     3113     3114     3115     3116     3117     3118     3119     3120 
## 194.2128 196.4113 195.3239 196.3207 195.3218 197.1448 197.9840 195.9400 
##     3121     3122     3123     3124     3125     3126     3127     3128 
## 197.4043 199.1517 195.7568 198.7058 197.2899 197.0794 194.8578 198.4521 
##     3129     3130     3131     3132     3133     3134     3135     3136 
## 198.5020 196.3619 191.3083 197.5435 194.1635 194.1991 197.4440 195.4578 
##     3137     3138     3139     3140     3141     3142     3143     3144 
## 197.3040 196.7226 197.9182 194.0877 195.0885 195.8140 193.4518 196.1833 
##     3145     3146     3147     3148     3149     3150     3151     3152 
## 196.3652 198.6126 196.6680 198.5290 198.3387 200.0031 190.3364 199.0669 
##     3153     3154     3155     3156     3157     3158     3159     3160 
## 195.1409 194.2995 199.1666 198.1005 196.4394 197.0188 196.7866 192.9936 
##     3161     3162     3163     3164     3165     3166     3167     3168 
## 196.0486 200.0300 190.7909 195.9483 195.5801 197.5843 195.1696 198.1050 
##     3169     3170     3171     3172     3173     3174     3175     3176 
## 198.2006 195.9528 197.3443 197.7426 194.5692 192.4081 194.1428 194.7626 
##     3177     3178     3179     3180     3181     3182     3183     3184 
## 194.5993 194.1822 196.5535 197.3219 198.8784 198.4435 197.2753 194.4811 
##     3185     3186     3187     3188     3189     3190     3191     3192 
## 197.7080 197.3104 195.8770 197.6248 195.2621 194.0826 191.4186 196.3817 
##     3193     3194     3195     3196     3197     3198     3199     3200 
## 196.2036 198.7625 197.5626 194.8020 195.9654 199.7423 194.6133 195.4873 
##     3201     3202     3203     3204     3205     3206     3207     3208 
## 196.7289 193.3966 193.0581 196.3362 196.0323 198.8858 197.5120 193.2827 
##     3209     3210     3211     3212     3213     3214     3215     3216 
## 196.2213 197.4855 194.0411 195.3962 198.1227 195.2906 196.7393 192.5593 
##     3217     3218     3219     3220     3221     3222     3223     3224 
## 197.6336 195.2437 199.6006 194.6179 197.3909 194.3990 195.9907 197.0557 
##     3225     3226     3227     3228     3229     3230     3231     3232 
## 194.7749 196.5411 191.1433 194.6132 196.3548 198.3692 196.1056 195.2826 
##     3233     3234     3235     3236     3237     3238     3239     3240 
## 197.8242 194.4600 196.8171 198.2437 191.7982 196.2506 195.4829 197.4561 
##     3241     3242     3243     3244     3245     3246     3247     3248 
## 196.1246 198.6416 195.7175 198.6914 197.1262 195.8951 195.1564 194.6929 
##     3249     3250     3251     3252     3253     3254     3255     3256 
## 196.9738 195.0329 192.8443 198.2814 197.8843 196.2732 197.1750 199.3440 
##     3257     3258     3259     3260     3261     3262     3263     3264 
## 193.3498 196.9014 198.5223 197.3320 198.6581 195.8696 195.2334 195.8809 
##     3265     3266     3267     3268     3269     3270     3271     3272 
## 196.6311 195.3693 197.6693 197.4410 197.2079 193.7009 195.6441 191.8733 
##     3273     3274     3275     3276 
## 197.1933 194.4102 198.1334 197.1802 
## 
## $assign
## [1] 0 1
summary(dfs.aov)
##               Df  Sum Sq Mean Sq F value  Pr(>F)   
## df1$Solids     1    7788    7788   7.217 0.00726 **
## Residuals   3274 3532745    1079                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
model.tables(dfs.aov, type = 'effects')
## Warning in replications(paste("~", xx), data = mf): non-factors ignored:
## df1$Solids
## Tables of effects
## 
##  df1$Solids 
## df1$Solids
## 320.942611274359 728.750829576846 1198.94369900818 1351.90697909659 
##            3.815            3.743            3.661            3.634 
## 1372.09104349223 2552.96280365012 2808.02575567945  2835.3031650451 
##            3.630            3.422            3.378            3.373 
## 2912.21124682743 3413.08163340648 3640.73431981458 3773.28114658081 
##            3.359            3.271            3.231            3.208 
## 3802.41168101672 3900.91389173113 4111.78543179578 4142.49900062043 
##            3.203            3.185            3.148            3.143 
## 4168.19699374278 4304.49248308592 4343.35661100273 4425.42644029895 
##            3.138            3.114            3.108            3.093 
##  4440.2773573525 4466.25748768051 4544.84171758364 4728.65067102334 
##            3.091            3.086            3.072            3.040 
## 4784.96787942739 4857.25380670275 5075.26920185539 5097.82584977248 
##            3.030            3.017            2.979            2.975 
## 5100.09417269933 5128.45764576973 5157.05359987604 5230.63042980122 
##            2.974            2.970            2.964            2.952 
##  5232.9132535649 5477.34721476969 5516.87495257738 5576.62829706473 
##            2.951            2.908            2.901            2.891 
## 5619.13555786585 5689.80440487283 5699.50494220269 6040.36986802533 
##            2.883            2.871            2.869            2.809 
## 6068.45488494808 6108.79573426122 6193.33056232443 6342.50284277655 
##            2.804            2.797            2.782            2.756 
## 6493.54725634977 6552.62631415427 6626.37642571315 6670.65935353003 
##            2.729            2.719            2.706            2.698 
##  6675.6822445936 6698.23909516286 6700.77505380042  6743.3460655304 
##            2.697            2.693            2.693            2.686 
## 6785.14530269125  6787.4846600177 6873.55988537613 6874.58601639174 
##            2.678            2.678            2.663            2.662 
## 6879.76465337292 6967.73556512605   6974.225134834  7013.2117867073 
##            2.662            2.646            2.645            2.638 
## 7028.83961726569 7035.13379657523  7040.7376207776 7066.37691667231 
##            2.635            2.634            2.633            2.629 
## 7105.80070875753 7263.05674913012 7323.30230055197 7324.70142545847 
##            2.622            2.594            2.584            2.583 
##  7408.9761959146 7412.79805887667 7450.07437505789  7460.2472603387 
##            2.568            2.568            2.561            2.559 
## 7472.50648002047 7557.02127132121 7656.41324825941 7695.06393470298 
##            2.557            2.542            2.525            2.518 
## 7705.29860475964 7714.74696926233 7747.57726338611 7751.80949109883 
##            2.516            2.515            2.509            2.508 
## 7764.43802153686 7769.61611884175 7839.31875982938 7845.47289104084 
##            2.506            2.505            2.493            2.492 
## 7850.64189234206 7907.33044097137 7929.50474855063 7965.20791848011 
##            2.491            2.481            2.477            2.471 
## 7986.49323905631 7990.89146764889 7998.67451117685 8016.20293843755 
##            2.467            2.466            2.465            2.462 
## 8076.82228259523 8081.46647109159 8086.82599896704 8108.29732162461 
##            2.451            2.450            2.449            2.445 
## 8127.07125398758 8129.73491923601   8136.071590569 8201.36211322524 
##            2.442            2.442            2.441            2.429 
## 8213.77224471432 8238.29003830498 8240.81270935741 8273.59197053936 
##            2.427            2.423            2.422            2.416 
## 8296.55061111711 8403.28455222686 8406.72324367801 8451.31911090896 
##            2.412            2.394            2.393            2.385 
## 8471.67738143048 8508.15372997734 8524.87464557171 8532.13951695952 
##            2.382            2.375            2.372            2.371 
## 8535.40295572258 8572.42150850741  8580.2455612809 8607.61250985216 
##            2.370            2.364            2.362            2.358 
## 8644.83104683845 8667.72023908931 8672.52777340014 8692.53815166043 
##            2.351            2.347            2.346            2.343 
## 8712.00258845446 8721.23188467179 8722.15302157098 8727.24734935696 
##            2.339            2.338            2.338            2.337 
## 8729.09621746169 8730.31243558089 8746.90171712036 8777.68678362567 
##            2.336            2.336            2.333            2.328 
## 8810.89581007659  8835.5558758211 8855.11412133137 8864.68648028626 
##            2.322            2.318            2.314            2.312 
## 8870.90296594229 8896.19511842588 8904.79981787854 8906.97562313949 
##            2.311            2.307            2.305            2.305 
## 8918.89260003382 8985.91180710889 9000.02559118924 9001.65875314213 
##            2.303            2.291            2.289            2.288 
## 9025.07935959796 9028.76034485211 9049.68259460184 9064.03583080027 
##            2.284            2.284            2.280            2.277 
## 9076.64648343345 9082.81617545916 9094.31330041616 9138.02934425656 
##            2.275            2.274            2.272            2.264 
## 9163.29444814128 9225.77091079545 9258.76707614821 9265.10494751353 
##            2.260            2.249            2.243            2.242 
## 9323.21828977726 9344.65332230751 9363.85398761785 9381.23993079845 
##            2.232            2.228            2.225            2.222 
## 9407.66403872055  9439.7839927291 9460.32263533989 9465.32390498971 
##            2.217            2.211            2.208            2.207 
## 9472.61492046473  9480.6177964777 9496.91035373795 9544.86267077555 
##            2.206            2.204            2.201            2.193 
## 9546.12921515465 9559.54739235584  9566.1222701692 9583.71044130756 
##            2.193            2.190            2.189            2.186 
##  9592.1513331276 9609.74060477838 9615.83270969255 9624.30046211011 
##            2.185            2.181            2.180            2.179 
## 9626.89320604597 9632.73097637395 9651.87482568678 9654.73368073405 
##            2.178            2.177            2.174            2.174 
## 9660.65830198039 9694.35489610499 9712.56066397662  9727.6531703967 
##            2.172            2.167            2.163            2.161 
## 9727.76171571496 9734.67710308117 9772.50481417967 9782.34428428131 
##            2.161            2.159            2.153            2.151 
## 9783.36872745349  9809.9040000749 9812.12246346731  9836.4018471799 
##            2.151            2.146            2.146            2.142 
## 9840.78281985046 9844.70229260938 9848.03558277945 9887.83075452778 
##            2.141            2.140            2.140            2.133 
## 9898.02220856494 9913.96334565557 9929.19480986089 9943.63759853321 
##            2.131            2.128            2.125            2.123 
## 9943.92978526269  9959.1350153987 9968.96273804851 9973.93405920854 
##            2.123            2.120            2.118            2.117 
## 9975.60133394594 10039.5383756958 10102.4897202798 10112.2073222907 
##            2.117            2.106            2.095            2.093 
##  10117.084438085 10120.1126796678 10168.1765362116 10171.7101033278 
##            2.092            2.092            2.083            2.083 
## 10194.3254111576 10215.8124167024 10220.7123587564 10280.9294967405 
##            2.079            2.075            2.074            2.063 
## 10315.3539733223 10323.9578413719 10337.5417028637 10343.3788482934 
##            2.057            2.056            2.053            2.052 
## 10345.3993145741  10389.542537941 10418.1083447946 10443.7965338947 
##            2.052            2.044            2.039            2.035 
## 10452.7244143189 10453.0873232677 10465.2616013361 10488.7709365937 
##            2.033            2.033            2.031            2.027 
## 10490.8389868062 10494.5733687991 10498.6351536318 10513.2967812211 
##            2.026            2.026            2.025            2.023 
## 10529.3102989899 10540.3422778074 10562.4605390675 10571.7703769689 
##            2.020            2.018            2.014            2.012 
## 10575.1862808894  10587.304929475 10603.0980205107  10634.059045381 
##            2.012            2.010            2.007            2.001 
##  10643.186770521  10673.582673737 10676.5084754294 10704.6031822988 
##            2.000            1.994            1.994            1.989 
## 10762.9386324193 10794.7838982872 10815.3994422056 10816.2733665622 
##            1.979            1.973            1.969            1.969 
## 10823.3003651089 10830.8012453996 10835.2011571454 10836.9697823816 
##            1.968            1.967            1.966            1.966 
## 10859.5537515581 10897.1502889879 10909.1945923231 10922.5419937033 
##            1.962            1.955            1.953            1.951 
## 10925.3601038704 10930.0556706925 11006.0485071958  11067.181147841 
##            1.950            1.949            1.936            1.925 
## 11086.2598579782 11104.2505079397 11120.7010455007 11123.8861591137 
##            1.922            1.919            1.916            1.915 
## 11125.4435367418 11130.2113648745 11142.3926320551  11174.274760041 
##            1.915            1.914            1.912            1.906 
##  11178.403543795 11215.9459015929 11229.1377770815 11234.0414707233 
##            1.906            1.899            1.897            1.896 
## 11245.7357666904 11246.4266459339 11275.8726554291 11278.8296784706 
##            1.894            1.894            1.888            1.888 
##  11288.634718378 11298.4500909611 11300.2381087938 11306.2615053544 
##            1.886            1.884            1.884            1.883 
##  11310.958312527 11318.1405625728 11319.1062320924 11339.1660546175 
##            1.882            1.881            1.881            1.877 
## 11346.1434527217  11348.675997364 11351.8618561776 11356.5804811556 
##            1.876            1.876            1.875            1.874 
## 11370.6491693743 11380.2986359234 11388.5341869138 11398.7311047598 
##            1.872            1.870            1.869            1.867 
## 11429.2011990494 11451.3122172106 11459.6224449766 11465.5756432294 
##            1.861            1.858            1.856            1.855 
## 11512.4658416637 11519.0465273566 11532.2231778284 11551.2156804174 
##            1.847            1.846            1.843            1.840 
## 11553.0392813085 11557.0320383905 11562.4355095615 11566.8755475644 
##            1.840            1.839            1.838            1.837 
## 11567.8878401924 11571.4215371862 11579.1133984014 11579.4416927543 
##            1.837            1.836            1.835            1.835 
## 11582.4625842743  11582.505248963  11592.445624125 11595.3549848789 
##            1.835            1.834            1.833            1.832 
## 11598.6823670729 11601.6423823477 11609.1090545278 11609.9971588118 
##            1.832            1.831            1.830            1.830 
## 11610.2079486949  11619.709696795 11628.3366754784 11635.7720762397 
##            1.830            1.828            1.826            1.825 
##  11642.148998546 11642.7275408094  11643.663475765  11682.229317058 
##            1.824            1.824            1.824            1.817 
## 11684.1116373933 11694.6352852975 11697.6069722698 11699.1335498439 
##            1.817            1.815            1.814            1.814 
## 11703.9239070479 11705.0722819699 11724.6233151055 11734.4488567893 
##            1.813            1.813            1.810            1.808 
## 11746.6075221571 11795.3135795098 11797.9209164571  11803.735499916 
##            1.806            1.797            1.797            1.796 
## 11826.2942750331 11837.1233596084 11842.7578062475 11848.2282696289 
##            1.792            1.790            1.789            1.788 
## 11848.7697290952 11861.5508516258 11870.4248521101 11877.2366487498 
##            1.788            1.785            1.784            1.783 
## 11889.2177472393 11889.2506323159 11900.0552027957 11914.4637781562 
##            1.781            1.781            1.779            1.776 
## 11920.6108356462 11920.9074221285 11930.6247945518   11939.76985928 
##            1.775            1.775            1.773            1.772 
##  11949.597925537 11950.2350310743 11954.7007304877 11963.3237163858 
##            1.770            1.770            1.769            1.768 
## 11965.3965084607  11981.740191013 11983.8693763364 11989.2462425416 
##            1.767            1.764            1.764            1.763 
## 12013.5506287645 12036.6430435833 12037.7703855776 12044.6246914631 
##            1.759            1.755            1.754            1.753 
## 12060.0095271727 12088.4164503349 12105.7219342696 12135.7249303123 
##            1.751            1.746            1.742            1.737 
## 12137.0995967179 12138.4229544071 12145.5445957006 12149.6967303088 
##            1.737            1.737            1.735            1.735 
## 12150.7219225636 12171.0245490952 12190.1716015341 12193.6112613474 
##            1.735            1.731            1.728            1.727 
## 12206.6812098723  12215.409082599 12218.0959445638 12224.3105064385 
##            1.725            1.723            1.723            1.722 
## 12224.6246037641 12229.2984836724 12229.6475840885 12253.3033886053 
##            1.722            1.721            1.721            1.717 
## 12256.6782865097 12278.9852796065 12285.8914826075 12289.9009221246 
##            1.716            1.712            1.711            1.710 
## 12305.9054147914 12308.2338354786 12311.2683659781 12318.4038858823 
##            1.707            1.707            1.706            1.705 
## 12320.5122918418 12330.4065677185 12352.8111051295 12355.3441072528 
##            1.705            1.703            1.699            1.699 
## 12356.9056221744 12359.6311939673 12431.8031099178 12477.7718175851 
##            1.698            1.698            1.685            1.677 
## 12490.5582760584 12519.0906599135 12531.6019210648 12538.9740263258 
##            1.675            1.670            1.668            1.666 
## 12556.7540467302 12558.8979727631  12575.279626806 12603.4003713637 
##            1.663            1.663            1.660            1.655 
## 12610.9363072469 12626.1979219576 12629.8530492338 12635.3677035701 
##            1.654            1.651            1.650            1.649 
## 12641.5278088656   12642.06594728 12652.3629786581 12653.9440845293 
##            1.648            1.648            1.646            1.646 
##  12658.177160998  12666.005324849 12674.6727727536 12675.9389620301 
##            1.645            1.644            1.642            1.642 
## 12677.8414956164 12682.1509407706  12683.483292056 12691.5159726749 
##            1.642            1.641            1.641            1.639 
## 12700.4880386059 12710.2494516118 12715.8142795979 12723.3421010798 
##            1.638            1.636            1.635            1.634 
## 12726.2986391701 12732.8882432475 12736.8650014258 12760.4371507958 
##            1.633            1.632            1.631            1.627 
## 12763.2678894228 12767.6562288245 12770.8318295454 12772.0957503758 
##            1.627            1.626            1.626            1.625 
## 12806.8323265299 12810.4231602506  12812.557124144 12819.8754364916 
##            1.619            1.619            1.618            1.617 
## 12827.6210069854 12829.0927776951 12830.4841337754 12833.4612410778 
##            1.616            1.615            1.615            1.615 
## 12837.5060629694 12838.9143726038 12855.3462381775 12856.7286234099 
##            1.614            1.614            1.611            1.610 
## 12856.9286949435 12861.9465420425 12871.5512198876 12874.4446370298 
##            1.610            1.609            1.608            1.607 
## 12875.1277837193 12878.1763536122 12883.1635309334 12883.7264957775 
##            1.607            1.607            1.606            1.606 
##  12885.516912012 12887.1937620559 12928.6444329809  12932.590386219 
##            1.605            1.605            1.598            1.597 
## 12937.2468907528 12958.7484568836  12962.389672892 12975.9003341113 
##            1.596            1.592            1.592            1.589 
##  12978.197125527 12988.7912288357 12995.8854274784 12999.1448040168 
##            1.589            1.587            1.586            1.585 
## 13028.6884583826 13041.8291403941 13064.4505911862 13086.6439343985 
##            1.580            1.578            1.574            1.570 
## 13095.1491606575 13098.8582899802  13116.707711787 13121.1719426895 
##            1.568            1.568            1.565            1.564 
## 13122.2234215594  13122.329581176 13124.1056363416 13129.1498419409 
##            1.564            1.564            1.563            1.563 
## 13137.4907623026 13150.2074587471 13158.8483624867 13163.0312783266 
##            1.561            1.559            1.557            1.557 
##  13168.529155676 13180.6778007237 13181.6735161069 13189.5193829762 
##            1.556            1.553            1.553            1.552 
## 13197.5668145212 13207.8609659061 13213.5782536005 13215.7063818298 
##            1.550            1.549            1.548            1.547 
##  13224.935638977 13227.0523824072 13237.9896045708  13238.070297753 
##            1.546            1.545            1.543            1.543 
##   13283.77805343 13286.1565753457 13289.2016527483 13291.9226093698 
##            1.535            1.535            1.534            1.534 
## 13312.4461070034 13317.4681120414 13319.4957053407 13329.0322527381 
##            1.530            1.529            1.529            1.527 
## 13345.3690984445 13351.4138299624 13354.7065098084 13361.2260163389 
##            1.524            1.523            1.523            1.522 
## 13376.6804719236 13394.7316074792 13400.3855320645 13401.0443941153 
##            1.519            1.516            1.515            1.515 
## 13403.0863888261 13404.2543323689 13427.0685910696 13442.6034711367 
##            1.514            1.514            1.510            1.507 
## 13454.6347772456 13457.2111288388 13463.8524188454 13464.4871617703 
##            1.505            1.505            1.504            1.504 
##   13467.87978042 13475.9127730316 13477.3815856153 13486.1421911112 
##            1.503            1.502            1.501            1.500 
## 13490.6081477828 13492.8408350268  13501.677965117 13505.0331160548 
##            1.499            1.499            1.497            1.496 
##  13516.911494635 13527.9898856966 13528.5493829078 13529.0387582087 
##            1.494            1.492            1.492            1.492 
## 13533.2300329752 13539.8116643292 13551.9533447081 13556.7343971147 
##            1.491            1.490            1.488            1.487 
## 13568.2712005285  13579.554579586 13580.6184828873 13584.4903384981 
##            1.485            1.483            1.483            1.482 
## 13584.9002454587 13593.6000179163 13597.8960378086 13614.7509254694 
##            1.482            1.481            1.480            1.477 
## 13615.1097580221  13623.160062865 13630.0473080804 13652.2931993926 
##            1.477            1.476            1.474            1.471 
##  13652.602029885 13655.6806526194 13671.4160304219 13672.0917639016 
##            1.470            1.470            1.467            1.467 
## 13676.7535244675  13677.106440586 13677.9940400013 13679.0569047303 
##            1.466            1.466            1.466            1.466 
## 13680.7641380354 13688.0743389071 13689.5920730861  13691.094972435 
##            1.465            1.464            1.464            1.464 
##  13696.009916767 13699.6807078428 13703.2203768313 13706.1868078124 
##            1.463            1.462            1.462            1.461 
## 13711.7232818115 13714.8326353623  13730.259117125 13736.3420356711 
##            1.460            1.460            1.457            1.456 
## 13742.1394866182 13742.1459651636 13749.5960366239 13753.9933734307 
##            1.455            1.455            1.453            1.453 
## 13766.3307890426 13769.8602378798 13776.6217917741  13777.376191089 
##            1.450            1.450            1.449            1.449 
## 13781.7802839557 13790.2962018127 13812.4104206063 13821.5561603968 
##            1.448            1.446            1.442            1.441 
## 13826.2579139699 13829.9390699487 13839.7134259863 13852.5319032151 
##            1.440            1.439            1.438            1.435 
##  13858.703935543 13867.2441957349 13886.8097134775 13891.0385300399 
##            1.434            1.433            1.429            1.429 
## 13900.7165227806 13900.7792709424 13901.6446810989 13902.9686462126 
##            1.427            1.427            1.427            1.426 
## 13909.4790654396 13911.8266292627 13921.1462167299 13927.0025065017 
##            1.425            1.425            1.423            1.422 
## 13933.0853601079   13939.29402201 13943.2449736603 13969.2615624178 
##            1.421            1.420            1.419            1.415 
## 13969.4388625505 13978.1726601885 13979.1657232955 13979.3817500362 
##            1.415            1.413            1.413            1.413 
##  13990.513403072 14015.0447691139 14017.3720656762 14034.4857986588 
##            1.411            1.407            1.406            1.403 
## 14036.1636556001 14037.0399266141 14052.4461115142  14053.220679297 
##            1.403            1.403            1.400            1.400 
## 14054.1254874146 14064.8991548324 14080.8337085233  14083.829887958 
##            1.400            1.398            1.395            1.395 
## 14100.9689869799 14101.8692919827 14110.9209679882 14126.5905299944 
##            1.392            1.391            1.390            1.387 
## 14149.4998292867 14151.7600832298 14153.6433779251 14158.1572826764 
##            1.383            1.383            1.382            1.382 
## 14160.6867663454 14168.9248690296 14179.6227407575 14202.1938049034 
##            1.381            1.380            1.378            1.374 
##  14206.357322955 14230.4191307655 14245.7891212994  14254.661315881 
##            1.373            1.369            1.366            1.365 
## 14284.6479171187 14285.5838542245 14294.2403499593 14298.4104620691 
##            1.359            1.359            1.358            1.357 
## 14304.7630828495 14310.6233010215 14319.4013699059 14333.5380238058 
##            1.356            1.355            1.353            1.351 
## 14336.6275212733 14343.4232068311 14348.5729235849 14368.1281610166 
##            1.350            1.349            1.348            1.345 
##  14382.902158062 14400.7186285561 14402.7266960741 14417.9795330416 
##            1.342            1.339            1.339            1.336 
## 14433.7804955513 14442.4188754321 14444.2895980215 14446.8123896858 
##            1.333            1.332            1.331            1.331 
## 14450.1757468817  14462.674308377 14464.1155472878 14467.7859264911 
##            1.330            1.328            1.328            1.327 
## 14470.0535488471 14472.3915494968 14476.3356952683 14507.0178078563 
##            1.327            1.326            1.326            1.320 
## 14518.9745006892 14540.7350818783 14547.8854781969 14550.4170054352 
##            1.318            1.314            1.313            1.313 
## 14553.1323078156 14563.6826490797 14574.6611004764 14578.9613114172 
##            1.312            1.310            1.308            1.308 
## 14579.8220726259 14598.0257874985 14598.9519127648 14600.5395218919 
##            1.307            1.304            1.304            1.304 
##   14608.36314532 14609.9768834681 14610.4128321629  14619.627261342 
##            1.302            1.302            1.302            1.300 
## 14622.7454944341 14625.5613628597 14642.2055400052 14665.4047982894 
##            1.300            1.299            1.296            1.292 
## 14673.6706693385 14676.7162720692 14682.6658382227 14686.2833900312 
##            1.291            1.290            1.289            1.289 
##  14694.420624957 14702.0590685841 14704.9062461056 14708.4741851528 
##            1.287            1.286            1.285            1.285 
## 14710.7228306267 14720.5448289791 14733.4587570858 14739.0685400646 
##            1.284            1.283            1.280            1.279 
## 14763.5801132015 14775.1455957529 14778.0328752719 14782.8042214415 
##            1.275            1.273            1.273            1.272 
##  14784.755660613 14786.1389008928 14787.2062648582 14794.4114000386 
##            1.271            1.271            1.271            1.270 
## 14799.3114641506 14807.2684899647 14807.4135537734 14812.9706448018 
##            1.269            1.267            1.267            1.266 
## 14825.9345017354 14829.6242123215 14829.7459706736 14841.2419955694 
##            1.264            1.263            1.263            1.261 
## 14848.1294887404 14852.5306803234 14859.0596606786 14859.4664242837 
##            1.260            1.259            1.258            1.258 
## 14866.1038632219 14875.9565079594 14877.2897371846 14880.6517982567 
##            1.257            1.255            1.255            1.254 
## 14884.3399581525  14893.206395812 14901.8081439194 14904.9403868002 
##            1.254            1.252            1.251            1.250 
## 14905.2559118324 14905.3938515764 14906.0479217491 14912.2255062419 
##            1.250            1.250            1.250            1.249 
## 14916.9860908998 14936.5039706932 14945.2956606153 14962.1778331607 
##            1.248            1.245            1.243            1.240 
## 14970.6472435698 14971.9490252919 14973.2973570229 14982.3054770305 
##            1.239            1.238            1.238            1.237 
## 15000.1877691513 15007.2726817306 15007.4215342085 15017.7472811187 
##            1.233            1.232            1.232            1.230 
##  15039.710405984 15040.8414776553 15049.5841988126 15058.1387525396 
##            1.227            1.226            1.225            1.223 
## 15063.8149683396 15077.8503428775 15088.8276528489 15092.0176445381 
##            1.222            1.220            1.218            1.217 
##   15097.02406423 15102.2374276586 15105.3730982953 15106.3086467181 
##            1.216            1.216            1.215            1.215 
## 15120.9247162418 15130.1543678111 15135.1272357746 15147.1714638246 
##            1.212            1.211            1.210            1.208 
## 15149.4898709722 15155.5489891592  15156.789833999 15157.2687865016 
##            1.207            1.206            1.206            1.206 
## 15158.7217475345 15171.0123256676 15173.4711498544 15176.2906782766 
##            1.206            1.203            1.203            1.202 
## 15177.2181901628 15189.3278220317 15193.4134739672 15196.2299874838 
##            1.202            1.200            1.199            1.199 
##  15201.339953844 15222.2464439466 15228.9129088916 15229.7028687066 
##            1.198            1.194            1.193            1.193 
## 15244.8463945875 15247.1280308846 15249.6202443905 15255.1152579597 
##            1.190            1.190            1.190            1.189 
## 15265.4075641521  15273.049287387 15288.2137737474 15300.8386710983 
##            1.187            1.185            1.183            1.181 
## 15323.4088218884  15326.855914122 15326.9250143617 15327.8797234493 
##            1.177            1.176            1.176            1.176 
## 15331.3026917532 15335.5114329309 15338.0616411657 15340.9518390232 
##            1.175            1.174            1.174            1.174 
## 15349.1425849405 15357.8333729203 15360.8350680644 15362.4523834412 
##            1.172            1.171            1.170            1.170 
## 15371.9999440175 15379.9127629025 15380.1240791449 15391.5591511033 
##            1.168            1.167            1.167            1.165 
## 15395.4690815097  15405.496480511 15413.8961476524 15417.9328343889 
##            1.164            1.162            1.161            1.160 
## 15422.2208932053 15423.3872776359 15426.9150787673 15428.4509157083 
##            1.159            1.159            1.158            1.158 
## 15433.1348369121 15456.2200859055 15457.4986616663 15488.9567477477 
##            1.157            1.153            1.153            1.148 
## 15489.3256600013 15494.3598370104 15496.6117186021 15513.0125808205 
##            1.147            1.147            1.146            1.143 
## 15513.7403779632 15517.3911222287 15525.3939631089 15547.1866260316 
##            1.143            1.143            1.141            1.137 
## 15548.4166735022 15570.1423220877 15596.4733344596 15597.6408830643 
##            1.137            1.133            1.129            1.128 
## 15613.1605328423 15617.4585767642 15618.1352422042 15618.1702479305 
##            1.126            1.125            1.125            1.125 
## 15629.7623346351 15658.0862798885 15661.9403350434 15668.2736176051 
##            1.123            1.118            1.117            1.116 
## 15671.1192866834 15677.9706864296 15694.5071938494 15704.4820929295 
##            1.115            1.114            1.111            1.110 
## 15719.4936094884 15736.5809855025 15736.8939585061 15737.4689378472 
##            1.107            1.104            1.104            1.104 
## 15741.0816271511 15751.1753002967 15751.4491499685 15758.7406213889 
##            1.103            1.101            1.101            1.100 
## 15761.8713662799  15765.786717701  15772.653169654 15778.7293956347 
##            1.100            1.099            1.098            1.097 
## 15791.6753511272 15796.3996983279 15797.0303958032 15805.6501529833 
##            1.094            1.093            1.093            1.092 
## 15818.2613197959 15823.3393744605 15824.7887288494  15824.822709011 
##            1.090            1.089            1.088            1.088 
## 15825.1825710138 15825.4403157145 15835.1228177128 15858.7781757985 
##            1.088            1.088            1.087            1.082 
## 15873.0344281563 15888.6252067809  15893.674410542 15896.3659365213 
##            1.080            1.077            1.076            1.076 
## 15900.7971450564 15901.2851611462 15902.9452756637  15904.243358956 
##            1.075            1.075            1.075            1.074 
## 15908.5618703962 15908.6420860313 15911.3575087531 15921.4120179542 
##            1.074            1.074            1.073            1.071 
## 15924.7996872889 15926.4260078857 15931.4292255976  15936.247359864 
##            1.071            1.071            1.070            1.069 
## 15938.2864391291 15940.5732705385 15949.1531791756 15973.6868911972 
##            1.068            1.068            1.067            1.062 
## 15976.9262250793  15978.036559255 15978.3552490952  15979.060270379 
##            1.062            1.062            1.061            1.061 
## 15979.3347932508 15990.1492276109 16002.1383195451  16006.972587715 
##            1.061            1.059            1.057            1.056 
## 16010.5241523088 16017.6118961435 16034.4536990354 16061.5900976229 
##            1.056            1.055            1.052            1.047 
## 16066.5521243956 16073.6706195087  16078.459386212 16079.3612504182 
##            1.046            1.045            1.044            1.044 
## 16087.2697100297 16099.1518956524 16100.9679474486 16103.3605492931 
##            1.042            1.040            1.040            1.039 
## 16110.1836433535   16113.01055353 16115.9298639482 16119.3401903974 
##            1.038            1.038            1.037            1.037 
##  16123.304450528 16129.7069232948 16136.4332685276 16146.1571122051 
##            1.036            1.035            1.034            1.032 
## 16147.0019504331 16162.2623066076 16173.7270929758 16174.4337385309 
##            1.032            1.029            1.027            1.027 
## 16175.2219441256 16183.5866493975 16191.4260911329 16203.0906969007 
##            1.027            1.025            1.024            1.022 
## 16206.2196714502 16219.4753201797 16233.1346793622 16242.0602812753 
##            1.021            1.019            1.017            1.015 
##  16246.173191143 16255.9013710567  16262.939245596 16263.1674654185 
##            1.014            1.013            1.011            1.011 
## 16266.4344452789 16268.4486062585 16276.3986044705 16298.0013467707 
##            1.011            1.010            1.009            1.005 
## 16304.5289188081  16312.154973975 16314.2333754348 16318.7336135092 
##            1.004            1.003            1.002            1.002 
## 16324.1151961823 16351.2262866761 16360.5662981665 16364.1594091578 
##            1.001            0.996            0.994            0.994 
## 16367.4583719755 16378.1515756646 16388.4052649656 16392.1350688723 
##            0.993            0.991            0.989            0.989 
## 16403.9523810526  16404.759484824 16404.9414202555  16409.936560014 
##            0.987            0.986            0.986            0.986 
##   16429.90790246 16431.2048970638 16446.3280502656 16461.5023238066 
##            0.982            0.982            0.979            0.976 
## 16462.4600861639 16470.9521916308 16472.1923092715 16473.0670891561 
##            0.976            0.975            0.975            0.974 
## 16477.3508061194 16478.0714332625 16488.0175125724 16488.0476559649 
##            0.974            0.974            0.972            0.972 
##  16514.608092257 16515.6703910245 16515.8721658634 16522.7157536143 
##            0.967            0.967            0.967            0.966 
##  16532.828822484 16540.9790480041 16544.2755910982 16544.8275037465 
##            0.964            0.963            0.962            0.962 
## 16548.3567295611 16553.5624374422 16559.8772622044 16575.8212603334 
##            0.961            0.960            0.959            0.956 
## 16589.8115542605 16598.5775109041 16600.3927466471 16609.9254891288 
##            0.954            0.952            0.952            0.950 
## 16615.9081524217 16616.5166165383 16621.4947889687 16639.2151785922 
##            0.949            0.949            0.948            0.945 
## 16642.8841784369 16648.6005673411 16654.5093700212 16656.0626716067 
##            0.945            0.944            0.943            0.942 
## 16658.8765031636 16663.5390736951 16663.6025070423 16666.1308050002 
##            0.942            0.941            0.941            0.940 
## 16670.9960132344 16679.3351642707 16679.6736220279 16686.3127603295 
##            0.940            0.938            0.938            0.937 
## 16689.7996037562 16700.0348725587 16701.5659753447 16723.9772436458 
##            0.936            0.935            0.934            0.930 
## 16733.1241026631 16737.1082185154 16739.2666352077 16746.8003919734 
##            0.929            0.928            0.928            0.926 
## 16764.8547646254 16769.8905462655 16772.2262462434 16780.1161468285 
##            0.923            0.922            0.922            0.920 
## 16786.9254055991 16795.3186743587 16795.8204842183 16819.4231794479 
##            0.919            0.918            0.918            0.914 
## 16827.1928666867  16828.880596696 16829.3930391196  16843.363927406 
##            0.912            0.912            0.912            0.909 
## 16853.6763276339 16854.1294572556 16862.5434762706 16863.4387250849 
##            0.908            0.907            0.906            0.906 
## 16879.5247697708 16892.8956619075 16897.3070409088 16898.8082971927 
##            0.903            0.901            0.900            0.900 
## 16904.2010911682 16905.8015244007 16906.3312980637 16911.2037730004 
##            0.899            0.898            0.898            0.897 
## 16916.4135373496 16922.8538985852 16925.0122972255 16929.2901997205 
##            0.896            0.895            0.895            0.894 
## 16932.5771027672 16950.0159069942 16953.8987363093 16960.4346306357 
##            0.894            0.891            0.890            0.889 
## 16963.6250117375 16965.3141088043 16978.9268290446 16980.2584809507 
##            0.888            0.888            0.885            0.885 
## 16982.1319743572 17017.4299604031 17029.5348926821 17032.7737341406 
##            0.885            0.879            0.877            0.876 
## 17037.7253670804 17045.6000949504 17063.1721078973 17068.2988629195 
##            0.875            0.874            0.871            0.870 
## 17076.6637886748 17083.1750854349 17087.0769018372 17092.2258265876 
##            0.868            0.867            0.866            0.866 
## 17095.2700703826 17100.8874333802 17101.9515686162 17106.4386454495 
##            0.865            0.864            0.864            0.863 
## 17107.2242258276 17121.5059170552   17150.10054999 17153.3061634521 
##            0.863            0.860            0.855            0.855 
## 17156.3367051058 17162.3984209753 17162.7539266669 17167.3012970225 
##            0.854            0.853            0.853            0.852 
## 17169.5843822343  17176.878950655  17177.071036696 17177.7887828084 
##            0.852            0.851            0.851            0.851 
## 17180.1881843436 17181.0088136775 17182.4503590718 17196.0547110619 
##            0.850            0.850            0.850            0.847 
## 17240.0210647509 17246.9203474843 17248.6187420027 17253.3367395588 
##            0.840            0.838            0.838            0.837 
## 17258.1140348773 17258.1883549989 17259.8523024094  17264.840916673 
##            0.836            0.836            0.836            0.835 
## 17266.5934219231 17279.5137494127 17279.9621983508 17281.9751684116 
##            0.835            0.833            0.833            0.832 
## 17291.6182555205 17317.6872508759 17326.2022525653 17328.1614570148 
##            0.830            0.826            0.824            0.824 
## 17329.8021601034 17342.3140789379 17350.0585309262 17358.7963650421 
##            0.824            0.822            0.820            0.819 
## 17375.9707448039 17382.4273656125 17384.2571857952    17388.9825649 
##            0.816            0.815            0.814            0.813 
## 17397.4028577115 17398.3858433354 17403.5321668613 17404.1770610507 
##            0.812            0.812            0.811            0.811 
## 17414.5206231706  17416.801779549 17420.0871487304 17423.4079889167 
##            0.809            0.808            0.808            0.807 
## 17429.5849496597 17430.8419443944 17430.9197196369 17433.6018527969 
##            0.806            0.806            0.806            0.806 
## 17435.3402059762 17439.4440609229 17444.6714040032 17444.8144499217 
##            0.805            0.804            0.804            0.804 
## 17447.9946719028  17465.095885844 17465.3455820519 17468.9998017438 
##            0.803            0.800            0.800            0.799 
## 17475.4677537698 17493.6504243367 17502.8794420926 17503.3122297876 
##            0.798            0.795            0.793            0.793 
## 17505.8527351687 17506.6088025323 17516.6993624629 17527.7167257198 
##            0.793            0.793            0.791            0.789 
## 17537.9896158066 17538.5411720099 17540.0302174586 17540.5766426958 
##            0.787            0.787            0.787            0.787 
## 17540.7424977373 17546.4032555953 17561.2728356971 17569.5798186458 
##            0.787            0.786            0.783            0.782 
## 17572.5474680694 17583.0803348839 17589.2689898365 17598.2003501353 
##            0.781            0.779            0.778            0.777 
## 17605.5357590328 17606.8856890781 17617.8763092966 17621.3901146366 
##            0.775            0.775            0.773            0.773 
## 17625.4664122163 17628.0430589948 17638.3224732182 17639.8579395294 
##            0.772            0.771            0.770            0.769 
## 17643.4071470386 17645.0653396932 17650.4050491121 17657.0841764933 
##            0.769            0.768            0.767            0.766 
## 17674.7061487013 17679.3511010018 17681.2723569963 17694.5748329769 
##            0.763            0.762            0.762            0.760 
## 17699.6106094352 17705.6086159155 17711.4877737488 17721.9595572557 
##            0.759            0.758            0.757            0.755 
## 17732.2406682047 17732.9146702645 17734.9496251577 17739.1989600666 
##            0.753            0.753            0.753            0.752 
## 17749.2986640181  17763.310992828 17766.2528880239 17777.1000861104 
##            0.750            0.748            0.747            0.745 
## 17782.6044083249 17786.7633004837 17796.3746383574 17818.3944892599 
##            0.744            0.743            0.742            0.738 
## 17828.2945237925 17835.3090128928 17851.0640208494 17857.7168942876 
##            0.736            0.735            0.732            0.731 
## 17862.1427324567 17862.3690025893  17864.689385538 17869.4554411169 
##            0.730            0.730            0.730            0.729 
## 17870.3152462184 17895.5565853287 17905.4800192975 17909.1156257006 
##            0.729            0.724            0.723            0.722 
## 17909.3657822535 17914.3402310157 17915.0859723533 17925.3521203189 
##            0.722            0.721            0.721            0.719 
## 17939.7046960204 17940.0990804003 17941.8112559103 17944.8523753467 
##            0.717            0.716            0.716            0.716 
## 17947.9881136406 17963.8668454721  17968.882775028 17973.1788590118 
##            0.715            0.712            0.711            0.711 
## 17975.5532270179 17977.5256489156 17977.6939378956 17978.9863389263 
##            0.710            0.710            0.710            0.710 
## 17981.2547762646 17982.3872564697 17984.3274394464 17995.4052191869 
##            0.709            0.709            0.709            0.707 
## 18001.4591858463 18003.2572846331 18014.9957031482 18020.8424280702 
##            0.706            0.705            0.703            0.702 
## 18038.4743659972 18058.3202916846 18059.3308518857 18061.6975681691 
##            0.699            0.696            0.695            0.695 
## 18073.9685889309  18085.158841175 18085.5028176232 18088.3548496464 
##            0.693            0.691            0.691            0.690 
##  18091.202614631 18093.9721620906 18112.2844465108 18113.0173023734 
##            0.690            0.689            0.686            0.686 
## 18125.6383980244 18126.0309630324 18128.9082911997 18132.0944006995 
##            0.684            0.684            0.683            0.683 
## 18134.8350204691 18136.1288585828 18136.2615847481 18140.5942709246 
##            0.682            0.682            0.682            0.681 
## 18158.8421190509 18185.0504734021 18189.3949801827 18194.5453101797 
##            0.678            0.673            0.673            0.672 
## 18194.9541399254 18203.7300286582 18221.0853421757 18222.9319574384 
##            0.672            0.670            0.667            0.667 
## 18223.0270796323 18252.0759896448 18253.1810954636 18254.1106560235 
##            0.667            0.662            0.661            0.661 
## 18257.5692711947 18261.6949417054 18266.6177166643 18270.1050612863 
##            0.661            0.660            0.659            0.658 
## 18272.5059730535 18282.0692758904 18295.3709213929 18308.5026738541 
##            0.658            0.656            0.654            0.652 
##  18318.720372029  18321.327501511 18321.9923179115 18327.4384288982 
##            0.650            0.649            0.649            0.648 
## 18328.4026201507 18328.6958993592  18333.632664094 18337.4609163092 
##            0.648            0.648            0.647            0.647 
## 18340.0468055466 18344.0694441137 18344.6803608362 18364.8314179929 
##            0.646            0.645            0.645            0.642 
## 18371.0572010883 18377.0082614087  18397.199408096 18404.0506886327 
##            0.641            0.640            0.636            0.635 
## 18406.5941755725 18408.2949713939 18409.0373154704 18413.0968199865 
##            0.634            0.634            0.634            0.633 
##  18419.132883475 18432.4765180392 18438.8233946009 18445.7434577469 
##            0.632            0.630            0.629            0.628 
## 18452.0229945076  18452.645570929 18460.6789302181 18463.7221267762 
##            0.626            0.626            0.625            0.624 
## 18463.8836623415 18464.9007746443 18465.2650417156 18476.6191659762 
##            0.624            0.624            0.624            0.622 
## 18489.6525050937 18493.8721754752 18503.7665253641 18506.2886087774 
##            0.620            0.619            0.617            0.617 
## 18519.1624944331    18526.2616906 18529.7980307151 18533.3378276271 
##            0.615            0.613            0.613            0.612 
## 18535.0464516494  18536.698647477 18542.9574510298 18543.4993623544 
##            0.612            0.612            0.610            0.610 
## 18564.3720550886 18570.2853390025 18577.6239689803 18588.3033258179 
##            0.607            0.606            0.604            0.602 
## 18589.0311597371 18592.0839195824 18593.2226360137  18607.213192974 
##            0.602            0.602            0.602            0.599 
## 18608.6562970544 18608.9408738496 18610.1241518364 18621.4249227401 
##            0.599            0.599            0.599            0.597 
## 18622.4447955566 18626.1493120285  18628.696825147 18630.0578579703 
##            0.596            0.596            0.595            0.595 
## 18655.5418921849 18664.8442969753 18666.5636377044 18668.3638263308 
##            0.591            0.589            0.589            0.588 
## 18677.2792220491 18678.9508108886 18682.2771386419 18711.0646621368 
##            0.587            0.587            0.586            0.581 
## 18730.8136533427 18736.1909016844 18742.9252223898 18743.2224936202 
##            0.577            0.576            0.575            0.575 
## 18752.2696770356  18752.576402797 18753.2117636583 18767.6566818135 
##            0.574            0.574            0.573            0.571 
##  18767.941634605 18821.3896124734 18844.0370306059 18846.6349131965 
##            0.571            0.561            0.557            0.557 
## 18852.1229787964 18857.0584972527 18862.6730543568 18869.2120898206 
##            0.556            0.555            0.554            0.553 
## 18877.4938954116 18881.7951776453 18894.8523936907 18907.6428407055 
##            0.552            0.551            0.549            0.546 
## 18908.6282577313 18909.8460058594 18939.6164606837  18939.936654881 
##            0.546            0.546            0.541            0.541 
## 18949.9755394515 18964.0922555658 18966.3630465812 18969.8248883044 
##            0.539            0.536            0.536            0.535 
## 18975.6434949986 18976.2330761373 18979.9816919974 18982.9537630196 
##            0.534            0.534            0.534            0.533 
## 18989.3167682428 18998.3468229914 19002.3146637915 19003.9638990144 
##            0.532            0.530            0.530            0.529 
## 19015.4682748661 19019.2795046918 19024.4855312793 19024.6886706088 
##            0.527            0.527            0.526            0.526 
## 19026.0173286853 19026.6728415987 19030.7168755755 19037.4626375091 
##            0.525            0.525            0.525            0.523 
## 19038.9019037851 19044.6800712126 19073.2595945615 19089.9485574165 
##            0.523            0.522            0.517            0.514 
## 19096.8223694759 19100.0871239762 19105.0149028733  19113.011912329 
##            0.513            0.512            0.512            0.510 
## 19115.7218611067 19116.0120841231 19118.0502991834 19126.2985372447 
##            0.510            0.510            0.509            0.508 
## 19129.4583654402 19130.9615314329 19148.2247440602 19155.7275608177 
##            0.507            0.507            0.504            0.503 
## 19156.1231323955 19168.5267731343  19174.593250227 19185.7918771489 
##            0.503            0.500            0.499            0.497 
## 19197.1055148877 19207.3117711854 19214.1863567687 19216.6830901717 
##            0.495            0.494            0.492            0.492 
## 19224.9862801097 19231.0332904587 19231.6817492148 19236.0124949261 
##            0.490            0.489            0.489            0.489 
## 19237.9496764914 19240.0582015602  19258.803073279 19259.1939366229 
##            0.488            0.488            0.485            0.484 
##  19271.903123469 19272.7044809529 19283.4020510837 19289.3614527475 
##            0.482            0.482            0.480            0.479 
## 19290.5680676328 19309.5704543705 19310.0620106098 19323.6772502047 
##            0.479            0.476            0.476            0.473 
## 19330.0357649759 19331.1940423265 19336.6080733558 19343.1495114014 
##            0.472            0.472            0.471            0.470 
## 19345.7913318744 19345.9224752564 19359.4288162942 19378.3590672142 
##            0.469            0.469            0.467            0.464 
## 19384.0374315253 19393.4698619376 19397.3238888934 19399.2219720767 
##            0.463            0.461            0.460            0.460 
## 19410.2337628992 19412.1127226137 19417.7672085186 19436.5035415998 
##            0.458            0.458            0.457            0.453 
## 19451.7676028353 19457.6394811053 19460.3828189876 19460.3981312321 
##            0.451            0.450            0.449            0.449 
## 19468.7900953899 19471.4654375958 19472.6243284964 19486.1911121509 
##            0.448            0.447            0.447            0.445 
## 19486.8818391285 19496.8485919233 19500.3499833592  19502.538967194 
##            0.444            0.443            0.442            0.442 
## 19505.2969447506 19516.8980422006 19517.7247991176 19523.1248646893 
##            0.441            0.439            0.439            0.438 
## 19530.4738191606 19534.4216484996 19549.4993412883 19550.2996804822 
##            0.437            0.436            0.433            0.433 
## 19555.7650515669 19557.9937243692 19572.1470797561   19575.47536272 
##            0.432            0.432            0.429            0.429 
## 19576.5303811292 19579.3895457537 19583.0573494143 19598.8607397257 
##            0.429            0.428            0.428            0.425 
## 19605.0295747385 19607.7549191725 19617.3084936812 19620.5453286122 
##            0.424            0.423            0.421            0.421 
## 19621.3251054792 19635.5882547407 19639.7960022804 19642.3944210523 
##            0.421            0.418            0.418            0.417 
## 19646.2334192332 19657.8433149978 19663.4694280437 19663.7913119498 
##            0.416            0.414            0.413            0.413 
## 19666.9927915053 19671.3512293396 19672.4872131772  19677.892465552 
##            0.413            0.412            0.412            0.411 
## 19679.0626702131 19692.4643937221  19693.906772158 19713.4115210137 
##            0.411            0.408            0.408            0.405 
## 19713.5043683298 19731.7491813125 19743.1484164946 19746.4932508193 
##            0.405            0.401            0.399            0.399 
## 19764.6274449733  19781.610600183 19789.6360799783  19790.856926297 
##            0.396            0.393            0.391            0.391 
##  19793.971867285 19797.1085429174 19806.4113032293 19808.5377663025 
##            0.390            0.390            0.388            0.388 
## 19821.3383730943  19835.980770127 19850.1828922949 19859.6764758039 
##            0.386            0.383            0.381            0.379 
## 19862.8112573981 19871.7884483059 19872.8548539075 19873.3009179707 
##            0.378            0.377            0.377            0.376 
##  19887.769825853 19892.3889139168 19894.1475934388 19900.4078378517 
##            0.374            0.373            0.373            0.372 
## 19902.8238238166  19905.436547736 19909.5417322924 19909.9388491141 
##            0.371            0.371            0.370            0.370 
## 19911.2248998386 19919.3245888187 19932.5852252551 19942.2732181848 
##            0.370            0.368            0.366            0.364 
## 19944.5731116033 19945.3683059619 19946.2646652382 19947.4344745073 
##            0.364            0.364            0.364            0.363 
## 19947.9241784101 19952.3094700282 19954.5755539456 19955.7105419233 
##            0.363            0.363            0.362            0.362 
##  19966.744696524 19968.6778351423 19970.4342944778 19981.3151875618 
##            0.360            0.360            0.359            0.357 
## 19988.6492618691  19991.239149049 19998.8590186801 20003.4976805052 
##            0.356            0.356            0.354            0.354 
## 20004.7336275511 20006.2291088797 20008.1349573868 20012.1729759034 
##            0.353            0.353            0.353            0.352 
## 20015.3981059345 20019.2612148261 20038.7964169294 20044.2062523197 
##            0.351            0.351            0.347            0.346 
## 20049.2420992133 20060.0787272012 20063.4903271723 20067.1053281071 
##            0.346            0.344            0.343            0.342 
## 20067.5727888197 20070.5677919211 20081.5379544661 20081.7453623956 
##            0.342            0.342            0.340            0.340 
## 20098.1995179777 20106.1068395902 20109.0262703787 20111.2259476828 
##            0.337            0.336            0.335            0.335 
## 20111.8212559222   20113.89756847 20115.7335878854 20116.9111030527 
##            0.335            0.334            0.334            0.334 
## 20117.3590610392 20122.1925637575 20129.3587920857 20129.9788197912 
##            0.334            0.333            0.331            0.331 
##  20134.398340672 20139.4303470855 20143.0652617551 20149.1796733481 
##            0.331            0.330            0.329            0.328 
##  20155.434469372 20156.5786232912 20162.0186178669 20169.3442519304 
##            0.327            0.327            0.326            0.324 
## 20185.5871556526   20185.67622898 20197.2476677385 20214.2165517046 
##            0.322            0.322            0.320            0.317 
## 20215.6328492846 20215.6975169419 20225.6429226288 20226.2879448267 
##            0.316            0.316            0.315            0.314 
## 20227.6437830213 20229.1081502632 20230.1255769518 20231.5176454797 
##            0.314            0.314            0.314            0.313 
## 20243.0881951113 20247.2010293338 20256.3530658536  20259.725850302 
##            0.311            0.311            0.309            0.309 
## 20260.4036921563 20269.7312797558 20278.3382716196 20278.3829849381 
##            0.308            0.307            0.305            0.305 
## 20279.7010382093 20283.7836285807 20287.3597704167 20288.2355694687 
##            0.305            0.304            0.304            0.304 
## 20311.4024662903 20316.4266846693 20320.1084526734 20321.2294043271 
##            0.299            0.299            0.298            0.298 
## 20325.7021310796 20333.0794952174 20335.6765095855  20339.016869904 
##            0.297            0.296            0.295            0.295 
## 20375.6682736942 20384.7730963712 20389.5938157474 20401.1024614714 
##            0.288            0.287            0.286            0.284 
## 20406.9276715005  20408.485598281 20411.6643807141 20412.2839077807 
##            0.283            0.282            0.282            0.282 
## 20416.6510300176 20416.8409961907 20417.2644159251 20418.8899258183 
##            0.281            0.281            0.281            0.281 
## 20425.7664904328 20430.9066967121  20434.105735194 20438.2246900842 
##            0.279            0.278            0.278            0.277 
##  20442.615014305 20443.1350549036 20447.4901315648 20453.8165013139 
##            0.276            0.276            0.276            0.274 
## 20461.2527102199 20461.7590433301 20464.7726943875 20465.5886091625 
##            0.273            0.273            0.272            0.272 
## 20472.8745879352 20474.8208239728 20478.7859567046 20481.6420708316 
##            0.271            0.271            0.270            0.269 
## 20487.9238254067 20497.8222249417 20503.4300546017 20506.6984176018 
##            0.268            0.267            0.266            0.265 
## 20509.3319615937 20511.3692403224 20511.6208319181  20518.555432652 
##            0.265            0.264            0.264            0.263 
## 20526.0497054209  20526.306835103 20526.6661555636 20555.5595722516 
##            0.262            0.262            0.262            0.256 
## 20555.9654888031 20557.2404317522  20561.694730733 20562.5133908909 
##            0.256            0.256            0.255            0.255 
## 20567.1459303686 20571.8457084436 20574.3642579932 20575.5731596079 
##            0.254            0.254            0.253            0.253 
##  20590.712114138 20592.2589421264 20593.9337177504 20596.3912309537 
##            0.250            0.250            0.250            0.249 
##   20626.51593731 20642.5887202327 20661.4110627304 20666.4101420531 
##            0.244            0.241            0.238            0.237 
## 20666.4531594712 20682.7317424549 20709.2797621545 20724.9303593067 
##            0.237            0.234            0.229            0.227 
## 20743.3484042241 20769.5196358647 20784.5678601557  20791.318980747 
##            0.223            0.219            0.216            0.215 
## 20827.9175784638 20827.9838435885 20834.2942783451 20849.1907373767 
##            0.209            0.209            0.207            0.205 
## 20852.7644961685  20855.272321145  20857.908219266 20862.4558705434 
##            0.204            0.204            0.203            0.203 
## 20864.3404654491 20868.3312189988  20868.627979307 20877.5348409043 
##            0.202            0.201            0.201            0.200 
## 20886.7865627342 20894.4004931408 20911.9046660621 20919.0514341803 
##            0.198            0.197            0.194            0.193 
## 20920.2515610214 20922.1544633742 20933.5127496661 20944.6208144132 
##            0.192            0.192            0.190            0.188 
## 20965.4783088536 20967.8406096709  20976.791777633 20988.0878056799 
##            0.184            0.184            0.182            0.180 
## 20988.4294096927 20992.2816773653 21021.4182591706 21022.8350298754 
##            0.180            0.180            0.175            0.174 
##  21030.234531025 21035.1068552158 21038.4426126734 21043.6269291101 
##            0.173            0.172            0.172            0.171 
## 21044.2026629225 21046.4485168714 21051.2569066548 21051.3653762888 
##            0.171            0.170            0.169            0.169 
## 21065.6636584482 21078.8871664415 21079.6062064613 21082.8520442812 
##            0.167            0.164            0.164            0.164 
## 21093.2174086642 21093.9322047262 21103.3031882411 21111.6641041209 
##            0.162            0.162            0.160            0.159 
## 21136.2867641593 21144.9752578471 21148.2419047307 21153.3228268483 
##            0.154            0.153            0.152            0.151 
## 21157.1797289777 21160.0897386445 21162.7267349032 21165.5906487394 
##            0.151            0.150            0.150            0.149 
## 21167.5000989688 21174.4084804662  21179.762587875 21190.1549428979 
##            0.149            0.148            0.147            0.145 
## 21208.6182851918 21214.3705148156 21217.1585955685 21218.7028711902 
##            0.142            0.141            0.140            0.140 
## 21226.6655480848 21229.0833134936 21230.4314092051 21250.9356337127 
##            0.138            0.138            0.138            0.134 
##  21273.457066428 21280.2465587227 21289.1795934092 21292.8287546212 
##            0.130            0.129            0.127            0.127 
## 21293.8897542458 21295.7498787089 21299.3186573351 21314.8697893121 
##            0.127            0.126            0.126            0.123 
## 21316.5067284016 21318.9616851051 21319.7943967664 21361.1970528508 
##            0.123            0.122            0.122            0.115 
## 21366.2835979862 21379.9639274064 21391.1625439941 21400.0164964537 
##            0.114            0.112            0.110            0.108 
## 21403.0020481947 21407.6142871507 21410.3196236643 21417.5936145058 
##            0.107            0.107            0.106            0.105 
## 21440.7388482845 21443.2647487556 21453.3346619721 21456.6044217551 
##            0.101            0.100            0.099            0.098 
## 21460.8381596378 21463.0591884301 21467.9508659829 21470.2783054133 
##            0.097            0.097            0.096            0.096 
## 21485.1531951911 21495.5375576786 21496.7451360293 21504.1388209703 
##            0.093            0.091            0.091            0.090 
## 21530.3162305634 21532.5192320804 21536.2246874454 21542.8300324295 
##            0.085            0.085            0.084            0.083 
## 21543.7266010973 21558.3087411463 21568.4287790359 21573.7475711139 
##            0.083            0.080            0.078            0.077 
## 21575.2452207598 21607.4832382386 21610.5812969235 21616.6338551837 
##            0.077            0.072            0.071            0.070 
##   21626.49759454 21626.5631185265 21633.7217265188 21667.8687413264 
##            0.068            0.068            0.067            0.061 
## 21670.5698913842 21670.5936633419  21671.278302246 21675.6828664286 
##            0.060            0.060            0.060            0.060 
## 21682.7547707913 21687.4734542933 21688.6169426903 21689.6342972432 
##            0.058            0.057            0.057            0.057 
## 21696.0032423227 21707.4922577488 21708.9492863786 21709.6477089573 
##            0.056            0.054            0.054            0.054 
## 21715.7744086749 21716.4236923002 21728.8212952965 21733.8280435816 
##            0.052            0.052            0.050            0.049 
## 21736.3733241497 21736.9817985207 21752.0297132667 21759.3639294016 
##            0.049            0.049            0.046            0.045 
## 21762.6141458779 21768.6407438184 21776.1701744936 21776.5944550225 
##            0.044            0.043            0.042            0.042 
## 21783.6510333634  21790.010896467 21802.7448979289 21807.4001313037 
##            0.041            0.039            0.037            0.036 
## 21809.7098342959 21815.0741479055 21820.2958750843 21823.0942561063 
##            0.036            0.035            0.034            0.034 
## 21829.2731484626 21839.6959563905  21852.437944482 21856.1452125834 
##            0.033            0.031            0.028            0.028 
## 21856.9886280058 21857.8388893413 21862.7536090129 21871.7851725781 
##            0.028            0.027            0.027            0.025 
## 21871.8387000425  21875.216396737 21879.7042078911 21884.5385145885 
##            0.025            0.024            0.024            0.023 
## 21885.5037844379 21891.6771585726 21895.2857006341 21910.7635698302 
##            0.023            0.022            0.021            0.018 
## 21919.4701626121 21919.5934350955 21923.8740851772 21937.4715690281 
##            0.017            0.017            0.016            0.013 
## 21944.6418296676 21948.3253623375 21961.5269170624 21963.4760033756 
##            0.012            0.012            0.009            0.009 
## 21979.0316707822 21983.5590725611 21989.7674411593 21995.0680675569 
##            0.006            0.005            0.004            0.003 
## 22005.4365500061 22013.9649050096 22018.4174407753 22022.6262166589 
##            0.002            0.000           -0.001           -0.002 
## 22025.6966062027 22034.9545956385 22038.5116208449 22052.0346189817 
##           -0.002           -0.004           -0.004           -0.007 
## 22053.0102621427 22057.0517861819 22057.3791649216 22060.1868716402 
##           -0.007           -0.008           -0.008           -0.008 
## 22095.6371636256 22097.4132226796 22112.7463459011  22113.391452034 
##           -0.014           -0.015           -0.017           -0.017 
## 22139.8788484707 22159.0180725871 22160.8196622342 22168.3315606769 
##           -0.022           -0.025           -0.026           -0.027 
## 22171.3188981771 22174.7811405102 22184.5270325126 22185.7639629563 
##           -0.028           -0.028           -0.030           -0.030 
## 22195.2103840136 22198.9294201318  22203.487258877 22207.4702322234 
##           -0.032           -0.033           -0.033           -0.034 
## 22207.4828654698 22210.6130832855 22229.2300895474 22234.6967375206 
##           -0.034           -0.035           -0.038           -0.039 
## 22244.2182358907 22256.9503645938 22274.3683716308 22277.6260218373 
##           -0.040           -0.043           -0.046           -0.046 
## 22289.7270860894 22291.4185773143 22296.0596523944 22305.5674137414 
##           -0.048           -0.049           -0.050           -0.051 
## 22308.8217288012 22316.3982836371 22326.8920457187 22329.7400794385 
##           -0.052           -0.053           -0.055           -0.056 
## 22330.4667873111 22331.2378764976 22337.4483929672 22372.3032667712 
##           -0.056           -0.056           -0.057           -0.063 
##  22374.824909706 22377.2729499167 22387.3157527548 22389.3804856054 
##           -0.063           -0.064           -0.066           -0.066 
## 22390.7955656307 22396.2092538238 22411.0068636444  22418.908188859 
##           -0.066           -0.067           -0.070           -0.071 
## 22423.4952072926 22431.0269868892 22440.4010406262 22444.0817773994 
##           -0.072           -0.073           -0.075           -0.076 
## 22444.0900677039 22444.5594119983 22445.1733031336 22452.0908078607 
##           -0.076           -0.076           -0.076           -0.077 
## 22452.6355666249 22455.6950117511 22462.1132870362 22465.6875565417 
##           -0.077           -0.078           -0.079           -0.079 
##  22475.046873481 22475.0929602787 22481.0273182273 22505.5185969294 
##           -0.081           -0.081           -0.082           -0.086 
## 22510.9750698624 22511.6926151777  22520.418640022 22523.1245521142 
##           -0.087           -0.088           -0.089           -0.090 
## 22523.4335699663 22526.2797532052  22527.681207021 22535.0851583473 
##           -0.090           -0.090           -0.090           -0.092 
## 22539.7116145122 22540.7751673636 22543.2562924458 22550.4922642251 
##           -0.092           -0.093           -0.093           -0.094 
## 22554.8300874286 22557.6035963949   22557.77957608 22561.5083113986 
##           -0.095           -0.096           -0.096           -0.096 
## 22575.1885769323 22577.8189350673  22581.224488236 22585.7888091097 
##           -0.099           -0.099           -0.100           -0.101 
## 22603.6494543647 22610.7687134353 22613.2974849929 22619.2399310213 
##           -0.104           -0.105           -0.105           -0.106 
##   22624.03418163 22631.6577270693 22644.7663475189  22648.237552797 
##           -0.107           -0.109           -0.111           -0.112 
## 22656.7146248111 22665.1385275873 22671.4797612291 22673.0344718994 
##           -0.113           -0.114           -0.116           -0.116 
##  22685.684440356 22690.0458709431 22690.2444040702 22709.3860577454 
##           -0.118           -0.119           -0.119           -0.122 
## 22710.4583742876  22723.809958995 22746.0616591085 22749.1783520098 
##           -0.122           -0.125           -0.129           -0.129 
## 22777.5320694981 22781.3645335691 22802.0399295643 22805.6115048136 
##           -0.134           -0.135           -0.139           -0.139 
## 22807.3388514542 22821.2543765666 22824.6994651573  22826.484697454 
##           -0.140           -0.142           -0.143           -0.143 
## 22829.1108420694 22829.1232119306 22833.1920415166 22856.7429013099 
##           -0.143           -0.143           -0.144           -0.148 
## 22886.9657347502 22888.7880646954 22899.0629143317 22900.1182506424 
##           -0.154           -0.154           -0.156           -0.156 
## 22911.6144859714 22912.1895789936 22916.5722417737 22939.1443767059 
##           -0.158           -0.158           -0.159           -0.163 
## 22957.6534025446 22958.0099928107 22960.1806438697 22970.9572788605 
##           -0.166           -0.166           -0.166           -0.168 
## 22981.7494111228 22982.9274446071 22984.0509514824  22989.351184203 
##           -0.170           -0.170           -0.171           -0.172 
## 22989.7963899466 22993.7293503067  23000.723137396 23006.2422232523 
##           -0.172           -0.172           -0.174           -0.174 
## 23022.1689453268 23027.3852620193 23027.5497593353 23029.6636135636 
##           -0.177           -0.178           -0.178           -0.179 
##  23031.215807156 23037.0768327763 23039.3285053969 23045.7262469721 
##           -0.179           -0.180           -0.180           -0.181 
## 23050.3312567446 23051.4418571356 23072.7806982813 23073.0639661446 
##           -0.182           -0.182           -0.186           -0.186 
## 23084.0665849678 23087.2176586511 23094.8723935776 23103.4104441288 
##           -0.188           -0.189           -0.190           -0.192 
## 23103.6535388271  23104.520386915 23109.8542310939 23112.5044353158 
##           -0.192           -0.192           -0.193           -0.193 
## 23114.0318331737 23114.4460756879 23124.5779757139 23129.4601778534 
##           -0.193           -0.194           -0.195           -0.196 
## 23129.7480555276 23133.6623529051 23154.0623192005 23158.3890964705 
##           -0.196           -0.197           -0.200           -0.201 
## 23172.2815103585 23173.3195296837 23207.0928411917 23220.1206133904 
##           -0.204           -0.204           -0.210           -0.212 
## 23234.7889342349 23249.6538342961 23254.0096194587 23257.2088336582 
##           -0.215           -0.217           -0.218           -0.219 
## 23259.0124489709    23260.4720047 23264.1099677291 23268.2430811417 
##           -0.219           -0.219           -0.220           -0.221 
## 23308.2968770492   23318.18797602 23335.6742061327 23347.1727098848 
##           -0.228           -0.229           -0.232           -0.234 
## 23349.4854168341 23372.8826536923 23403.6373043714 23406.8591601455 
##           -0.235           -0.239           -0.244           -0.245 
## 23425.3313159808 23432.1097304802   23432.96269428 23433.9017740698 
##           -0.248           -0.249           -0.250           -0.250 
## 23441.2671432942 23460.8213806636 23469.2208669321 23493.1208639209 
##           -0.251           -0.254           -0.256           -0.260 
## 23495.3074833057 23502.8577952329 23512.8379572291 23514.6366474134 
##           -0.260           -0.262           -0.264           -0.264 
## 23517.6810114108 23535.0289007381 23556.9343532733 23558.5547458282 
##           -0.264           -0.267           -0.271           -0.272 
## 23564.5796634716 23565.1784044094 23565.7327103703  23567.132875413 
##           -0.273           -0.273           -0.273           -0.273 
## 23572.1578020195 23575.9914302469 23580.6572904824 23590.3137123257 
##           -0.274           -0.275           -0.275           -0.277 
## 23590.9321286561 23602.1878318338 23603.0654168312 23603.5018700403 
##           -0.277           -0.279           -0.279           -0.280 
## 23608.8622389199 23610.5175631684 23614.7029612405 23616.8046226277 
##           -0.280           -0.281           -0.281           -0.282 
## 23625.8138861317 23641.4720284262 23641.7025653039 23642.9925966284 
##           -0.283           -0.286           -0.286           -0.286 
## 23659.2115198818 23673.1006059876 23683.1101899716 23688.2052233131 
##           -0.289           -0.292           -0.294           -0.294 
## 23707.4653042446  23718.552011172 23720.4817304799 23727.0941051988 
##           -0.298           -0.300           -0.300           -0.301 
## 23728.2940145621 23734.8462111029  23736.816258284 23748.1839920137 
##           -0.301           -0.303           -0.303           -0.305 
## 23774.2582792293 23778.7587185804 23781.3287401559 23783.0995563778 
##           -0.310           -0.310           -0.311           -0.311 
## 23793.0313577317 23823.4928877039 23827.2750154029 23828.2076816344 
##           -0.313           -0.318           -0.319           -0.319 
## 23829.7928804338 23838.8172614427 23863.7168635121 23873.3782101337 
##           -0.319           -0.321           -0.325           -0.327 
## 23879.2267568542 23884.1314786283 23890.8933579434 23894.1360096151 
##           -0.328           -0.329           -0.330           -0.331 
## 23898.9744767757 23917.1901461439 23920.2547782236 23926.0788249593 
##           -0.331           -0.335           -0.335           -0.336 
## 23930.3745489057 23931.2828331319 23936.2753323121 23951.1059865717 
##           -0.337           -0.337           -0.338           -0.341 
## 23961.5045348713 23971.9895189152 23978.1076827325 23985.8644222939 
##           -0.342           -0.344           -0.345           -0.347 
##  23989.990150726 24000.5231437972 24008.9920395674 24028.4054057367 
##           -0.347           -0.349           -0.351           -0.354 
## 24036.5938267938 24037.5104900374 24041.3262800613 24042.1881600117 
##           -0.356           -0.356           -0.357           -0.357 
## 24061.3495957529 24069.3359147042 24070.2636506354 24085.1121402434 
##           -0.360           -0.361           -0.362           -0.364 
## 24108.1275505103 24112.1534705246 24145.3857617075  24160.354320974 
##           -0.368           -0.369           -0.375           -0.377 
## 24161.2549790258 24167.8428818164  24170.274894475 24172.7033126078 
##           -0.378           -0.379           -0.379           -0.380 
## 24196.2644149028 24196.5226787573 24200.3534823925 24207.0816733459 
##           -0.384           -0.384           -0.384           -0.386 
## 24207.2980265483 24211.6307702594 24227.9611393419 24244.1119628492 
##           -0.386           -0.386           -0.389           -0.392 
## 24246.5035646721 24252.4588243787 24259.7516694739 24266.5178929574 
##           -0.393           -0.394           -0.395           -0.396 
## 24282.1547690616  24283.658791141  24293.172662812 24311.9057941319 
##           -0.399           -0.399           -0.401           -0.404 
## 24312.0377982607 24316.1633399218 24316.8751458095 24323.8659030459 
##           -0.404           -0.405           -0.405           -0.406 
## 24344.9666925697 24352.0660991124 24354.3351749432 24359.4704142129 
##           -0.410           -0.411           -0.412           -0.412 
## 24383.7415382147 24387.9680713746 24389.3628851336 24405.2505349528 
##           -0.417           -0.417           -0.418           -0.421 
## 24409.0967947718 24412.5035369194 24414.9734849734 24415.0705644456 
##           -0.421           -0.422           -0.422           -0.422 
## 24417.8613245015 24435.6420801134 24445.9875395314 24454.7258642259 
##           -0.423           -0.426           -0.428           -0.429 
## 24456.1748880976 24463.1374178593 24468.0483903546 24470.2042563359 
##           -0.429           -0.431           -0.432           -0.432 
## 24480.6717950075 24497.8739352071 24502.1551461459 24510.5075584007 
##           -0.434           -0.437           -0.438           -0.439 
## 24518.5742973591  24531.869440385 24538.4372928685 24539.7131646006 
##           -0.440           -0.443           -0.444           -0.444 
## 24548.5982985995 24560.7006060015 24578.4212213106 24590.1259344024 
##           -0.446           -0.448           -0.451           -0.453 
## 24600.7606905464 24607.0880984833 24627.8675604689 24634.5524428713 
##           -0.455           -0.456           -0.460           -0.461 
## 24642.8123333365 24649.6747478938 24656.2396794446  24678.329289092 
##           -0.462           -0.463           -0.465           -0.469 
##  24682.124546316 24683.7235660297 24694.7442052175  24699.523902991 
##           -0.469           -0.469           -0.471           -0.472 
## 24709.7288581372 24711.4149273781 24712.9934319311 24723.1062958512 
##           -0.474           -0.474           -0.475           -0.476 
## 24741.5349992293 24752.0724597554 24755.9602556728  24767.167109109 
##           -0.480           -0.482           -0.482           -0.484 
## 24769.5113937387 24786.0505277217 24789.3547340089 24790.7245994552 
##           -0.485           -0.487           -0.488           -0.488 
## 24792.5256226641 24793.4556751127 24814.4858051102 24820.4930912057 
##           -0.489           -0.489           -0.492           -0.494 
## 24827.5166408732  24846.141872429 24855.8300423035 24855.9077808123 
##           -0.495           -0.498           -0.500           -0.500 
## 24856.6071072113 24856.6332093722 24870.8259412737 24873.6227811338 
##           -0.500           -0.500           -0.502           -0.503 
## 24882.6251634948 24897.2866015262  24897.557030423 24905.2845210004 
##           -0.504           -0.507           -0.507           -0.508 
##  24909.444009562 24909.7831472217 24912.8797054704 24913.8371658901 
##           -0.509           -0.509           -0.510           -0.510 
## 24916.6255850124 24930.1988112159 24964.7777030965 24967.3229977818 
##           -0.510           -0.513           -0.519           -0.519 
##  24974.692773773 24978.4831768888 24991.7660205238 25008.5322475648 
##           -0.521           -0.521           -0.524           -0.527 
## 25035.2710422679  25039.354695502 25043.5328033571 25046.7986402883 
##           -0.531           -0.532           -0.533           -0.533 
## 25058.1602171441 25063.6830133178 25070.0087387663 25100.1314045045 
##           -0.535           -0.536           -0.537           -0.543 
## 25107.2086297983 25110.0376263739 25131.6652787661 25137.4276769244 
##           -0.544           -0.544           -0.548           -0.549 
## 25142.7337383449 25145.0241247856 25151.4115735005 25172.5857593356 
##           -0.550           -0.551           -0.552           -0.555 
## 25175.7541581942 25189.8306215794 25204.6740817039 25208.1518423246 
##           -0.556           -0.558           -0.561           -0.562 
## 25222.9560038624 25227.5451533956 25234.4279721055 25236.7013164683 
##           -0.564           -0.565           -0.566           -0.567 
## 25253.0790624084 25257.6492862795 25259.7805489619  25274.610304821 
##           -0.570           -0.570           -0.571           -0.573 
## 25299.5115574544 25305.1029301757 25319.9138670987 25337.1229631242 
##           -0.578           -0.579           -0.581           -0.584 
## 25338.6193421931 25355.9989214376 25363.0165944105 25366.1206868904 
##           -0.585           -0.588           -0.589           -0.589 
## 25366.7979048099 25383.7651834425 25394.1047202997 25396.0117823769 
##           -0.590           -0.593           -0.594           -0.595 
## 25399.1090056492 25410.8118715574 25412.7097419039 25419.5516551411 
##           -0.595           -0.597           -0.598           -0.599 
##   25419.76949819 25422.3385484911 25433.2320953081 25433.4650149265 
##           -0.599           -0.599           -0.601           -0.601 
## 25441.0561222929 25456.2749766524 25460.3007927854 25475.8848438926 
##           -0.603           -0.605           -0.606           -0.609 
## 25480.9184100096 25484.5084909879 25489.0750255838 25498.3295398809 
##           -0.610           -0.610           -0.611           -0.613 
## 25506.9122371449 25508.3869488256 25510.0972982146 25521.8892241758 
##           -0.614           -0.615           -0.615           -0.617 
## 25524.8234698925 25541.1527652214 25556.0531280376 25564.7675636806 
##           -0.617           -0.620           -0.623           -0.624 
## 25574.0917214284  25583.492008523  25589.610591845 25590.6802441917 
##           -0.626           -0.628           -0.629           -0.629 
## 25591.8409841675   25612.14891234 25620.7713651998 25623.3405492567 
##           -0.629           -0.633           -0.634           -0.635 
## 25623.8675031277 25626.4810500146 25630.3200369997 25634.5332840347 
##           -0.635           -0.635           -0.636           -0.637 
## 25645.0672330175 25648.5694962574 25650.7776431203 25653.6902310447 
##           -0.639           -0.639           -0.640           -0.640 
## 25661.3605394691  25668.198954462 25669.7199199167 25672.3119960212 
##           -0.641           -0.643           -0.643           -0.643 
## 25680.7173883672  25694.873705517 25696.3209415468 25702.5186730645 
##           -0.645           -0.647           -0.648           -0.649 
## 25703.1552008874   25717.93617798 25721.8338661653 25740.4125907411 
##           -0.649           -0.651           -0.652           -0.655 
## 25770.0067216567 25780.0590770006 25794.9501899833 25795.6936351192 
##           -0.661           -0.662           -0.665           -0.665 
## 25815.3892065397 25815.6090902168  25825.387005077 25833.8517133062 
##           -0.668           -0.669           -0.670           -0.672 
## 25838.1284837501 25839.8941037115 25840.5788876713 25842.5812793665 
##           -0.672           -0.673           -0.673           -0.673 
##  25863.343244603 25866.1039485823 25868.5987334501 25887.6317221867 
##           -0.677           -0.677           -0.678           -0.681 
##  25911.321679537 25918.5679532628  25926.075642581 25927.2654318795 
##           -0.685           -0.687           -0.688           -0.688 
## 25937.7114383158 25951.5540356729 25954.0317643208 25959.6138978345 
##           -0.690           -0.692           -0.693           -0.694 
## 25969.2151195352 25972.8037506005  25973.326630596 25993.7114057699 
##           -0.696           -0.696           -0.696           -0.700 
## 25999.9536694326 26003.1632654559 26004.5288766047 26009.0752593306 
##           -0.701           -0.702           -0.702           -0.703 
## 26012.1302777813  26012.488745651  26030.618513624 26034.5281981217 
##           -0.703           -0.703           -0.706           -0.707 
## 26062.4472168714 26098.6379563825 26115.6163263764 26124.9314146439 
##           -0.712           -0.718           -0.721           -0.723 
##  26132.211811924 26136.3135711959 26138.0976104549 26138.7801906639 
##           -0.724           -0.725           -0.725           -0.725 
##   26148.53787267 26177.7895084021 26188.1621735613 26189.6470635159 
##           -0.727           -0.732           -0.734           -0.734 
## 26210.1160122227 26215.4011031509 26220.1742141382 26240.4929815009 
##           -0.738           -0.739           -0.740           -0.743 
## 26244.0369079543  26262.545482066 26281.2978121291 26296.9483002525 
##           -0.744           -0.747           -0.750           -0.753 
## 26307.2984547598 26321.6891945835 26325.8176987464 26351.9037738379 
##           -0.755           -0.758           -0.758           -0.763 
## 26362.9650123093 26369.0265699827 26373.4954284172 26376.0622874615 
##           -0.765           -0.766           -0.767           -0.767 
## 26392.8636118649 26395.2487780321 26402.7039573475 26408.8817675128 
##           -0.770           -0.770           -0.772           -0.773 
##  26420.809564132 26422.0978889055 26436.0333265056  26448.245087468 
##           -0.775           -0.775           -0.778           -0.780 
## 26453.0033478203 26472.6918028776 26473.7132389616 26484.5153163741 
##           -0.781           -0.784           -0.784           -0.786 
## 26486.1814399634 26489.1147012791 26492.7161808788 26493.0762065282 
##           -0.786           -0.787           -0.788           -0.788 
## 26502.5957738206 26532.7372545335 26551.3701046956 26552.9744009839 
##           -0.789           -0.795           -0.798           -0.798 
## 26559.3608971485 26559.3804055742 26561.5694913177 26562.4471790062 
##           -0.799           -0.799           -0.800           -0.800 
## 26594.3520762778 26595.3735430091 26597.5864473743 26608.9291541066 
##           -0.805           -0.806           -0.806           -0.808 
## 26618.0596367757 26631.2128742276 26640.0721877507 26653.7649657176 
##           -0.810           -0.812           -0.814           -0.816 
## 26678.3928787385 26686.8479409817 26687.8744833339 26693.7616068457 
##           -0.820           -0.822           -0.822           -0.823 
## 26703.8534734583  26716.359707507 26726.7711134062 26730.1926129636 
##           -0.825           -0.827           -0.829           -0.829 
##  26730.635333885 26736.0855673688  26738.525360886 26744.2315262742 
##           -0.829           -0.830           -0.831           -0.832 
## 26744.3017417427 26755.7188391043 26756.9179998191 26764.4944304094 
##           -0.832           -0.834           -0.834           -0.835 
## 26780.6917873317 26804.1094914688 26807.1195118056 26811.2030683756 
##           -0.838           -0.842           -0.843           -0.844 
## 26831.6104106879  26843.470364385 26845.6610134751 26848.6298415976 
##           -0.847           -0.849           -0.850           -0.850 
## 26849.1947354468 26853.9494931761 26855.1056106479 26865.3737409052 
##           -0.850           -0.851           -0.851           -0.853 
## 26880.2200398843 26885.8349381375 26894.1448901902 26895.2579555006 
##           -0.856           -0.857           -0.858           -0.858 
## 26912.2284169846 26913.3734857514  26931.243483431 26944.6819190872 
##           -0.861           -0.862           -0.865           -0.867 
## 26951.8626530763 26955.3301827065   26964.31718088 26999.3820759202 
##           -0.868           -0.869           -0.871           -0.877 
## 27000.1068798653 27001.3353191831 27007.8869057916 27008.0118744691 
##           -0.877           -0.877           -0.878           -0.878 
## 27022.7085047958 27025.2069630246 27030.7549992564 27032.1422618595 
##           -0.881           -0.881           -0.882           -0.882 
## 27044.9598104527 27045.9299579096 27055.6962608842 27062.0658885193 
##           -0.885           -0.885           -0.887           -0.888 
## 27064.4184088168  27071.118618299 27080.2687222118 27088.4764602531 
##           -0.888           -0.889           -0.891           -0.892 
## 27109.2396523568 27109.8956091205 27141.3629029435  27150.395399593 
##           -0.896           -0.896           -0.902           -0.903 
## 27151.3129023255 27158.6777341009 27159.3843452335 27163.4578756059 
##           -0.903           -0.905           -0.905           -0.906 
## 27172.8935729362 27174.6876375646 27179.4048197223 27180.0571892221 
##           -0.907           -0.908           -0.908           -0.908 
## 27192.2805606463 27193.3173775301 27197.3024410022 27198.4325907705 
##           -0.911           -0.911           -0.912           -0.912 
## 27199.6419926584 27215.9027417099 27218.8219761892 27244.6344695651 
##           -0.912           -0.915           -0.915           -0.920 
## 27267.9818609542 27277.5799637385 27283.7806547279  27296.294044952 
##           -0.924           -0.926           -0.927           -0.929 
## 27310.0608479416 27312.1683846992 27317.0994442989 27319.5690299464 
##           -0.931           -0.932           -0.933           -0.933 
## 27331.3619619278 27336.9626239712 27345.1742880276 27352.3434145065 
##           -0.935           -0.936           -0.938           -0.939 
## 27355.9343064845 27357.4567445803 27361.6590661767 27365.1063626295 
##           -0.939           -0.940           -0.940           -0.941 
##  27368.014339003 27377.6997757445 27382.7693310334 27402.0199990423 
##           -0.942           -0.943           -0.944           -0.948 
## 27405.3162117642 27408.4993324818 27414.8991229379 27417.9980429025 
##           -0.948           -0.949           -0.950           -0.950 
## 27418.7810444801  27420.167424582 27430.4417310735 27433.5872941518 
##           -0.950           -0.951           -0.953           -0.953 
## 27435.3065608162 27463.6547947009 27468.6817069617  27468.980170109 
##           -0.953           -0.958           -0.959           -0.959 
## 27492.3073065878 27509.8934247155 27547.8070563566 27548.6141773381 
##           -0.963           -0.966           -0.973           -0.973 
## 27554.3452632401 27558.5425325701  27567.375669681 27577.2136232778 
##           -0.974           -0.975           -0.977           -0.978 
## 27622.7462675418 27648.1596534202 27651.6090987283 27653.2351844107 
##           -0.986           -0.991           -0.991           -0.992 
## 27662.3971005681 27668.4857194752 27671.5226001099 27682.5074455773 
##           -0.993           -0.994           -0.995           -0.997 
##  27687.737646353 27690.4747840369 27700.1219452523 27701.7940546912 
##           -0.998           -0.998           -1.000           -1.000 
## 27716.3387233003  27733.713098892 27752.0002395638 27768.3828701335 
##           -1.003           -1.006           -1.009           -1.012 
## 27771.0801335194 27776.1802572791 27776.9010516934 27784.0484839693 
##           -1.012           -1.013           -1.013           -1.015 
##  27795.732040941 27824.1904833748 27834.2176963405 27840.6942100944 
##           -1.017           -1.022           -1.024           -1.025 
## 27849.1420882232 27852.0974386616 27859.7483063633 27867.4867569399 
##           -1.026           -1.027           -1.028           -1.029 
## 27881.5044073984 27884.4342516896 27912.9082626705 27919.7706657531 
##           -1.032           -1.032           -1.037           -1.039 
## 27931.2084020948 27948.5894454311 27951.6130700269 27959.9261609142 
##           -1.041           -1.044           -1.044           -1.046 
## 27959.9878730123 27965.0721459284 27971.8918061451 27977.6732082385 
##           -1.046           -1.047           -1.048           -1.049 
## 27979.7362222547 27981.0911901959 27983.1794220317 28001.1181788031 
##           -1.049           -1.049           -1.050           -1.053 
## 28049.6462831663 28062.6418920404 28086.8734976467 28099.0387292598 
##           -1.061           -1.064           -1.068           -1.070 
## 28102.7566250467 28105.9648871106 28135.0768379584 28140.7681545115 
##           -1.071           -1.071           -1.076           -1.077 
## 28141.2164972166 28149.0526850474 28149.4117916229  28165.872560417 
##           -1.078           -1.079           -1.079           -1.082 
## 28170.8851013662 28174.6205162508 28184.9005269664 28194.4526464939 
##           -1.083           -1.083           -1.085           -1.087 
## 28224.7741784943 28232.0184064596 28234.9068571562 28263.3106380658 
##           -1.092           -1.093           -1.094           -1.099 
## 28263.8037202968 28266.7551066084 28273.6032434375 28278.7892756341 
##           -1.099           -1.100           -1.101           -1.102 
## 28292.7803184322 28301.5169485488 28311.2918422108 28315.4377769419 
##           -1.104           -1.106           -1.107           -1.108 
## 28327.1673381644 28334.4919374665   28338.66404003 28338.9814605661 
##           -1.110           -1.112           -1.112           -1.112 
##  28357.942773948  28388.004886737 28390.8913582763 28391.9981854218 
##           -1.116           -1.121           -1.121           -1.122 
## 28392.4249762019 28398.5541963724 28407.6610258847 28415.1843469364 
##           -1.122           -1.123           -1.124           -1.126 
## 28415.5758321406 28460.2033969124 28474.2025803626 28487.7085978243 
##           -1.126           -1.134           -1.136           -1.138 
## 28492.1705091364 28499.1073279735 28504.9975077565 28508.2169286128 
##           -1.139           -1.140           -1.141           -1.142 
## 28508.6377995939 28544.6162869804 28545.3554327859 28553.5594577428 
##           -1.142           -1.148           -1.149           -1.150 
##  28584.175809707 28608.0520763725  28612.266106918 28628.1518564375 
##           -1.155           -1.160           -1.160           -1.163 
## 28630.9544157166 28633.8463849574 28652.1433037333 28653.4723417489 
##           -1.164           -1.164           -1.167           -1.168 
## 28689.5957776829   28697.00482707 28698.7299648987 28702.9523802251 
##           -1.174           -1.175           -1.176           -1.176 
## 28703.7511400907 28722.1758468669 28723.6176265638 28748.6877390461 
##           -1.176           -1.180           -1.180           -1.184 
## 28749.7165435282 28760.0068440838 28767.7574225706 28779.6500110336 
##           -1.185           -1.186           -1.188           -1.190 
## 28780.3404316327 28790.5476846613 28791.6144162295 28827.3601856291 
##           -1.190           -1.192           -1.192           -1.198 
## 28837.3304012791 28862.2571698188 28864.9102806917 28894.4769699215 
##           -1.200           -1.204           -1.205           -1.210 
## 28897.4915274015 28909.2902841531 28912.2022010168 28915.6432235249 
##           -1.211           -1.213           -1.213           -1.214 
## 28918.4199530772 28919.8117752605 28954.8010120555 28966.5693268439 
##           -1.214           -1.214           -1.221           -1.223 
## 28970.0876058573 28979.7676010817 28988.7023433206 28990.2978470671 
##           -1.223           -1.225           -1.227           -1.227 
## 28990.7878822224 29000.5897119255 29009.0108210133 29032.7811034741 
##           -1.227           -1.229           -1.230           -1.234 
## 29045.2611381128 29046.0835152312 29057.2276174895 29072.0381208627 
##           -1.237           -1.237           -1.239           -1.241 
## 29072.1696542146 29091.2071007486 29122.6969969326 29123.7083038083 
##           -1.241           -1.245           -1.250           -1.250 
## 29136.3386768054 29136.8146238697  29169.720783491 29189.1367209076 
##           -1.253           -1.253           -1.258           -1.262 
## 29213.6203862088 29228.3346834928 29252.5011116665 29258.7381359196 
##           -1.266           -1.269           -1.273           -1.274 
## 29263.5540689817 29298.0742615791 29298.3594915512 29299.1233527876 
##           -1.275           -1.281           -1.281           -1.281 
## 29307.1289445804  29313.783352935 29317.1424400718  29322.740697203 
##           -1.283           -1.284           -1.284           -1.285 
## 29331.2366329032  29339.929268454 29342.7097558948 29344.8444764861 
##           -1.287           -1.288           -1.289           -1.289 
## 29368.6741840522 29370.2641838189  29381.936405108 29382.3352583424 
##           -1.293           -1.294           -1.296           -1.296 
## 29411.6286451203  29426.473780195 29432.2082511043 29433.4237839853 
##           -1.301           -1.304           -1.305           -1.305 
## 29461.0237702005 29477.7643989219 29483.6018538998 29493.4229674095 
##           -1.310           -1.313           -1.314           -1.315 
## 29496.9101574473 29508.4928139997 29513.8048595529 29532.6150034644 
##           -1.316           -1.318           -1.319           -1.322 
## 29533.6088261176 29534.6902917535 29542.3381653355 29549.6588229162 
##           -1.322           -1.323           -1.324           -1.325 
## 29551.3341477723 29565.7111079421 29567.6989293753 29568.5358520181 
##           -1.325           -1.328           -1.328           -1.329 
## 29614.3487900811 29616.4928693229 29644.8136059698 29690.9171579252 
##           -1.337           -1.337           -1.342           -1.350 
## 29706.2342242714 29721.9116303501 29743.8225952345 29772.0192474496 
##           -1.353           -1.355           -1.359           -1.364 
## 29778.3578769543 29808.2369044406 29818.0950421134 29827.7939692543 
##           -1.365           -1.371           -1.372           -1.374 
## 29846.7190567121 29860.2757770163 29879.0601461059  29917.820209045 
##           -1.377           -1.380           -1.383           -1.390 
## 29956.3630175897 29957.1912153997 29983.1160070365 29985.2498805967 
##           -1.397           -1.397           -1.401           -1.402 
## 29999.9870053577 30013.7007485032 30021.2570785221 30031.8391813162 
##           -1.404           -1.407           -1.408           -1.410 
## 30037.2216246519 30042.9285064266 30045.3677414347 30050.4394464515 
##           -1.411           -1.412           -1.412           -1.413 
## 30168.6065964991 30191.6924569484 30204.5467350655 30210.2503673701 
##           -1.434           -1.438           -1.440           -1.441 
## 30211.8329908551 30220.6124864089 30235.1708031344 30245.9569748408 
##           -1.442           -1.443           -1.446           -1.448 
##  30249.170845011 30253.8511025794 30268.4212718645 30280.7885930261 
##           -1.448           -1.449           -1.452           -1.454 
## 30284.4948691394 30301.8566743972 30307.2176749942 30308.2311805765 
##           -1.454           -1.457           -1.458           -1.459 
## 30348.2436507032  30362.683947904 30379.3594407035 30396.9046188083 
##           -1.466           -1.468           -1.471           -1.474 
## 30412.3723312613 30430.2117521533 30434.2691184066 30453.6231855221 
##           -1.477           -1.480           -1.481           -1.484 
## 30468.6418264806 30471.9290975361 30524.0937906308 30565.5783910845 
##           -1.487           -1.487           -1.497           -1.504 
##  30566.767504054 30569.8105511719 30573.0663150297  30575.357138474 
##           -1.504           -1.505           -1.505           -1.506 
##  30575.946902389 30579.3710665914 30586.5926633082 30592.5488310597 
##           -1.506           -1.506           -1.508           -1.509 
## 30594.2806747366 30606.2235932089 30610.0479004165 30616.6151488537 
##           -1.509           -1.511           -1.512           -1.513 
## 30630.7599391743 30646.8152754219 30656.1631130276 30660.2096664946 
##           -1.515           -1.518           -1.520           -1.521 
## 30681.1202579398  30684.211642415 30722.2982326494 30733.5038376123 
##           -1.524           -1.525           -1.531           -1.533 
## 30739.6890854019 30759.6814401909  30797.519998954 30809.7057042772 
##           -1.534           -1.538           -1.545           -1.547 
## 30823.7304901234 30846.5854741233 30854.8304684226 30862.7844585321 
##           -1.549           -1.553           -1.555           -1.556 
## 30879.0266843589 30897.9900392578 30914.1115790076 30927.3942820892 
##           -1.559           -1.562           -1.565           -1.567 
## 30939.0232137832 30944.3635912427 30950.6810998215 30969.0475932808 
##           -1.570           -1.570           -1.572           -1.575 
## 30980.6007867889 30988.9730193786 30989.9484145183 31017.2394176617 
##           -1.577           -1.578           -1.578           -1.583 
## 31040.8844943486  31044.738180026 31056.5787823247 31062.3719148457 
##           -1.587           -1.588           -1.590           -1.591 
## 31073.0313379886 31080.4320756362 31081.7352643109 31085.0834334038 
##           -1.593           -1.594           -1.595           -1.595 
## 31101.6842769064 31114.6356525847  31114.820836331 31125.7404339405 
##           -1.598           -1.600           -1.600           -1.602 
## 31130.2126424953 31144.7031242029 31145.1107387146 31150.5134211624 
##           -1.603           -1.606           -1.606           -1.607 
## 31151.6151790319 31155.5402183053 31155.9888200874 31157.1101670537 
##           -1.607           -1.608           -1.608           -1.608 
## 31161.3683876993  31177.133368776 31251.6437328845 31292.1277036749 
##           -1.609           -1.611           -1.625           -1.632 
## 31295.9024095097 31315.6143871585 31320.2455878311 31321.0824263096 
##           -1.632           -1.636           -1.637           -1.637 
## 31344.4603943699 31350.2757654794 31359.3864556634 31369.5416407831 
##           -1.641           -1.642           -1.643           -1.645 
##  31409.063978837 31414.5258053407 31421.1444954795  31421.731633221 
##           -1.652           -1.653           -1.654           -1.654 
## 31429.3790292488 31461.1967599705  31528.948689977 31548.0064636959 
##           -1.656           -1.661           -1.673           -1.677 
## 31561.9555302098 31598.5363767428 31606.3488262981  31617.075414966 
##           -1.679           -1.686           -1.687           -1.689 
## 31620.1907855826 31659.9627445423 31683.8645933276 31725.4877656977 
##           -1.689           -1.696           -1.701           -1.708 
## 31749.9243962038 31795.6256062632 31871.2912388376 31883.0103065336 
##           -1.712           -1.720           -1.733           -1.736 
## 31903.3998115322 31920.5846944967  31935.690705113 31965.3640407779 
##           -1.739           -1.742           -1.745           -1.750 
## 31974.4816313199 31977.3701368209   31991.95874665 32000.1789362989 
##           -1.752           -1.752           -1.755           -1.756 
## 32000.8439113861 32018.2896312132 32033.3320188573 32037.6054705218 
##           -1.756           -1.759           -1.762           -1.763 
## 32040.5056694368 32071.1793693836 32079.7748152039 32092.0583840432 
##           -1.763           -1.769           -1.770           -1.772 
## 32102.1907052522 32105.2871154118 32112.5698735271 32129.9963073875 
##           -1.774           -1.775           -1.776           -1.779 
## 32144.7999336183 32150.9793928329  32156.819438955 32160.5339234497 
##           -1.782           -1.783           -1.784           -1.784 
## 32161.8400904827 32170.0691600962 32182.2623177984  32210.816300635 
##           -1.785           -1.786           -1.788           -1.793 
## 32237.2454329823 32238.0777824896 32241.0796143237 32251.3596484583 
##           -1.798           -1.798           -1.799           -1.800 
## 32269.5049381204 32328.5382641938 32328.7148115751 32333.8415422196 
##           -1.804           -1.814           -1.814           -1.815 
##  32349.102377707 32358.5385950716 32405.4138607089 32415.7336238446 
##           -1.818           -1.819           -1.827           -1.829 
## 32423.4626851086 32452.6144091439 32471.4563235027 32496.6402162724 
##           -1.831           -1.836           -1.839           -1.843 
##  32528.115614331 32555.8525370737 32568.1535002918 32571.0545177056 
##           -1.849           -1.854           -1.856           -1.857 
## 32595.1202435222 32600.4294060581 32602.3400842342 32617.1246035876 
##           -1.861           -1.862           -1.862           -1.865 
##  32619.312974501 32651.8027643387 32653.9103602676  32680.977991229 
##           -1.865           -1.871           -1.871           -1.876 
## 32704.5692857706 32740.5646611937 32742.1873326586 32751.9289627299 
##           -1.880           -1.886           -1.887           -1.888 
## 32768.2279661765 32775.6325849781 32808.3075031663 32821.8500909806 
##           -1.891           -1.893           -1.898           -1.901 
## 32833.4311685158 32858.4830964626 32865.5095253735 32869.4744077092 
##           -1.903           -1.907           -1.908           -1.909 
## 32872.3805657799 32873.8200217157 32875.1920573598 32882.1559430124 
##           -1.910           -1.910           -1.910           -1.911 
## 32886.5288985909 32898.7493677353 32910.5251822548  32911.929716773 
##           -1.912           -1.914           -1.916           -1.916 
## 32916.3314778355 32946.5675178187 32951.3163686469 32981.2394564885 
##           -1.917           -1.923           -1.923           -1.929 
## 32981.2583772158 33013.4797743492 33037.3533865497 33046.7276058179 
##           -1.929           -1.934           -1.939           -1.940 
## 33080.5888254503 33092.6693529876 33095.3895967533 33123.4429796103 
##           -1.946           -1.948           -1.949           -1.954 
## 33153.8129755805 33155.5782183123 33173.4994093615 33197.1505268515 
##           -1.959           -1.959           -1.962           -1.967 
## 33219.0745454325 33223.5815287499 33244.5555969906 33245.6305872951 
##           -1.971           -1.971           -1.975           -1.975 
## 33266.5715751629 33306.0125376597 33315.9470816439 33337.1096494329 
##           -1.979           -1.986           -1.988           -1.991 
##  33347.971098359 33357.5158628842 33360.1707216473 33364.9181228795 
##           -1.993           -1.995           -1.995           -1.996 
## 33365.3154156343 33424.7686784948 33431.6711220534 33455.2409948232 
##           -1.996           -2.007           -2.008           -2.012 
##  33462.034220705 33473.1125183584 33653.7619633927 33662.3890503183 
##           -2.013           -2.015           -2.047           -2.048 
## 33681.3301401834 33737.2885243452 33744.1668069655 33773.1070608139 
##           -2.052           -2.062           -2.063           -2.068 
## 33784.8262298012 33786.7163092011 33798.1089555945 33809.2247007378 
##           -2.070           -2.070           -2.072           -2.074 
## 33820.6457596666 33843.6194470352 33892.2459506864 33897.0682016569 
##           -2.076           -2.080           -2.089           -2.090 
## 33918.0408234781 33933.7098520302 33954.4354708409 33991.6515668705 
##           -2.093           -2.096           -2.100           -2.106 
## 34006.4207331358 34006.7687453133 34094.0571774378 34132.0679786814 
##           -2.109           -2.109           -2.124           -2.131 
## 34157.1844735778 34160.9251435213 34184.3084018893 34226.0721265743 
##           -2.135           -2.136           -2.140           -2.148 
## 34250.1639249616 34261.9858894973 34265.8305814738  34277.760399692 
##           -2.152           -2.154           -2.155           -2.157 
## 34298.1529414911 34314.0870911773 34353.8397251988 34355.6184268324 
##           -2.160           -2.163           -2.170           -2.170 
## 34359.4007970424 34370.1971132997 34383.5976388336 34406.7764457473 
##           -2.171           -2.173           -2.175           -2.179 
## 34415.8531458731 34440.7734335139 34446.7822621457 34451.9842140132 
##           -2.181           -2.185           -2.186           -2.187 
## 34456.8011323141 34510.7529952627 34535.5538500435 34538.5440377385 
##           -2.188           -2.198           -2.202           -2.203 
## 34558.4026673497 34565.7016902652 34573.6787857244 34585.0896069508 
##           -2.206           -2.207           -2.209           -2.211 
## 34591.6781481183 34596.0018717407 34675.8628454173 34698.6211604499 
##           -2.212           -2.213           -2.227           -2.231 
## 34702.4178480443 34727.4085640737 34768.9334199061 34793.8533059192 
##           -2.231           -2.236           -2.243           -2.247 
## 34798.2525868031 34808.4427799682 34816.4445376799 34822.8163427774 
##           -2.248           -2.250           -2.251           -2.253 
## 34864.4278934847 34865.3246335843 34865.3576815747 34873.9345228707 
##           -2.260           -2.260           -2.260           -2.262 
## 34920.0393478345  34933.784401356 34971.8074826268 34989.0470805222 
##           -2.270           -2.272           -2.279           -2.282 
## 35001.1447915766 35018.3256000263   35021.77409655 35044.3712802971 
##           -2.284           -2.287           -2.288           -2.292 
## 35055.6164898922 35056.2322337289  35086.396962955 35200.7988338764 
##           -2.293           -2.294           -2.299           -2.319 
## 35216.3859701736  35216.534274067 35229.0770016707 35254.0260465955 
##           -2.322           -2.322           -2.324           -2.328 
## 35263.6123992581 35273.9762292274 35278.6817427457 35289.2371102066 
##           -2.330           -2.332           -2.333           -2.335 
##  35343.628580103 35344.6580470059 35370.7355152243 35381.6707587249 
##           -2.344           -2.344           -2.349           -2.351 
## 35418.7350399026 35434.2800620004 35439.6878401021 35455.7096121539 
##           -2.357           -2.360           -2.361           -2.364 
## 35477.7666434694 35558.7316472448  35606.440176808 35633.2685107376 
##           -2.368           -2.382           -2.390           -2.395 
## 35643.1812077599 35680.0678774288  35701.155320153 35729.6927086303 
##           -2.397           -2.403           -2.407           -2.412 
## 35775.7933957219 35793.7577867437 35800.6992731764 35804.2926134041 
##           -2.420           -2.423           -2.425           -2.425 
## 35883.7801103225 35899.2803088328 35902.7156837079 35957.7921825948 
##           -2.439           -2.442           -2.442           -2.452 
## 35965.7445811409 35971.0251134858 36026.4015563512 36043.7066377661 
##           -2.454           -2.454           -2.464           -2.467 
## 36112.1346343247 36152.8208993245 36185.6785380815 36267.2666579783 
##           -2.479           -2.486           -2.492           -2.507 
## 36269.7013166622 36278.7183087971 36290.7461124105 36343.4070551405 
##           -2.507           -2.509           -2.511           -2.520 
## 36412.4882596839 36435.7935138137 36438.3108757043 36477.7381124191 
##           -2.532           -2.536           -2.537           -2.544 
## 36490.1430322234 36505.5242576332 36520.6586974192 36525.5508835813 
##           -2.546           -2.548           -2.551           -2.552 
## 36578.2237453049 36622.2286062279 36640.3713661958 36701.9743474368 
##           -2.561           -2.569           -2.572           -2.583 
## 36776.1374988694 36819.9868446899 36860.4688993127 36873.5579891029 
##           -2.596           -2.604           -2.611           -2.613 
##  36966.853319344 36990.9559470938 37000.9556741392 37030.7081199356 
##           -2.630           -2.634           -2.636           -2.641 
## 37033.1520913717 37086.5460540597 37118.2554361095 37169.4444035385 
##           -2.641           -2.651           -2.656           -2.665 
## 37174.0054135509  37188.826021934 37191.1141405376 37200.2420647657 
##           -2.666           -2.669           -2.669           -2.671 
## 37215.2268351918 37273.4292230446 37279.1289499549 37282.5224902374 
##           -2.673           -2.684           -2.685           -2.685 
## 37308.9941594885 37356.7464013783  37376.792988931 37620.2484693225 
##           -2.690           -2.698           -2.702           -2.744 
## 37625.7526798583 37795.7633178839 37820.0473274835 37861.4400120397 
##           -2.745           -2.775           -2.780           -2.787 
## 37922.9056159064 37928.1421771668  37962.167991261 37993.1827545311 
##           -2.798           -2.799           -2.805           -2.810 
## 38037.3530744227 38097.3297962617 38119.1855684812 38184.4695735575 
##           -2.818           -2.828           -2.832           -2.844 
##  38356.226496409 38368.0126177155 38413.0570896167 38468.4135839304 
##           -2.874           -2.876           -2.884           -2.894 
## 38494.7202456932 38605.3315300421 38633.3051688361  38713.112692263 
##           -2.898           -2.918           -2.923           -2.937 
## 38748.4113455524 38767.7563693106 38781.4574218431  38787.462705099 
##           -2.943           -2.946           -2.949           -2.950 
## 38852.0296359213 38886.3876786153 38895.3561355473  38918.778073175 
##           -2.961           -2.967           -2.969           -2.973 
## 38969.3889920432 38971.0510103751 38976.0352139622 38977.3307980964 
##           -2.982           -2.982           -2.983           -2.983 
## 39028.5993402908 39030.6037046118 39116.6827056993 39125.2091964632 
##           -2.992           -2.993           -3.008           -3.009 
## 39143.4033288101 39172.3896429297 39184.8467196431 39207.5892484424 
##           -3.012           -3.017           -3.020           -3.024 
##  39227.619456621 39233.0988388539 39234.4701835646 39251.1821291158 
##           -3.027           -3.028           -3.028           -3.031 
## 39352.7758383635 39423.6660648149 39430.3078227189 39431.1126532353 
##           -3.049           -3.062           -3.063           -3.063 
## 39431.2526318742 39484.6389206514 39489.0097363008 39498.6592891033 
##           -3.063           -3.072           -3.073           -3.075 
## 39537.0864601025 39557.2555330711 39566.7543522655 39624.0871790661 
##           -3.082           -3.085           -3.087           -3.097 
## 39657.2721080151 39659.8768980604 39716.1318039207 39742.9703293597 
##           -3.103           -3.103           -3.113           -3.118 
## 39802.5149172044 39906.1902710149 39927.7370449961 39942.9538977941 
##           -3.128           -3.147           -3.150           -3.153 
## 39960.2989508864 39995.1862718478 39997.7836974937 40009.7236100309 
##           -3.156           -3.162           -3.163           -3.165 
##  40032.414004809 40148.1237214392 40149.3165568616 40175.2060914175 
##           -3.169           -3.189           -3.189           -3.194 
## 40290.2216364182 40368.4206270365 40483.7303891254 40528.8053525219 
##           -3.214           -3.228           -3.248           -3.256 
## 40546.9563315288 40581.4868012333 40588.4338307797 40611.7133191979 
##           -3.259           -3.265           -3.266           -3.271 
## 40626.8478102306  40682.143997802 40684.3900138736 40709.7816628428 
##           -3.273           -3.283           -3.283           -3.288 
## 40710.5243857423 40799.3603281274 40829.3531670798 40843.6165505521 
##           -3.288           -3.304           -3.309           -3.311 
## 40847.7601463812 40879.7895726073 40936.1533912455 41065.2347645394 
##           -3.312           -3.318           -3.328           -3.350 
## 41210.6669805377 41243.0380285497 41325.4435476735 41408.1148216618 
##           -3.376           -3.382           -3.396           -3.411 
## 41411.6017070069 41452.6255742552  41461.316998935 41489.6398141628 
##           -3.411           -3.418           -3.420           -3.425 
## 41538.2427300027 41552.0196643557 41569.9519850988 41801.4418368976 
##           -3.434           -3.436           -3.439           -3.480 
##  41839.456448959 41982.6106553099 42059.3804171776    42061.3227993 
##           -3.486           -3.512           -3.525           -3.526 
## 42063.8744046594 42210.8852369568 42268.3342960059 42310.8274981695 
##           -3.526           -3.552           -3.562           -3.569 
## 42327.1680160393 42550.8418157718 42617.3033990573 43110.5037214637 
##           -3.572           -3.612           -3.623           -3.710 
## 43195.4736684941 43533.6578453445 43536.0208740911 43680.2225208861 
##           -3.725           -3.784           -3.785           -3.810 
## 43846.0252659028  43958.678129549 44063.0984166277 44069.2721578758 
##           -3.839           -3.859           -3.878           -3.879 
## 44184.2304595026 44260.1911794052 44376.1873822621 44499.7287097196 
##           -3.899           -3.912           -3.933           -3.954 
## 44506.4415607569  44539.738323258 44586.8126510022 44612.7513583106 
##           -3.956           -3.961           -3.970           -3.974 
## 44652.3638722406  44868.458368024 44896.9841123919 44982.7341547376 
##           -3.981           -4.019           -4.024           -4.039 
## 45041.1491387732 45050.0022762257 45141.6860363836 45148.8081176602 
##           -4.050           -4.051           -4.067           -4.068 
## 45166.6393893745  45166.912141415 45222.5066654832 45243.0289529302 
##           -4.072           -4.072           -4.081           -4.085 
## 45249.4490330168 45510.5843192796 45939.6891579836 46077.3584852622 
##           -4.086           -4.132           -4.208           -4.232 
## 46113.9574853172 46140.1268495023 46718.5559653481 46931.8842927942 
##           -4.238           -4.243           -4.345           -4.382 
## 47022.7458451256 47580.9916033353 47591.2831832964 47852.8888710532 
##           -4.398           -4.496           -4.498           -4.544 
## 48002.0845960011 48007.8681343228 48175.8520929295 48204.1721924104 
##           -4.570           -4.571           -4.601           -4.606 
##  48410.471014066  48621.563951536 49009.9246560268 49074.7304073705 
##           -4.642           -4.679           -4.747           -4.759 
## 49125.3600841704  49341.421278568 49456.5871084231 50166.5333225942 
##           -4.768           -4.806           -4.826           -4.951 
## 50279.2624293385  50793.898916874 51731.8205532411 52060.2268002668 
##           -4.971           -5.061           -5.226           -5.284 
## 52318.9172975897  53735.899193867 55334.7027992928 56320.5869791585 
##           -5.329           -5.579           -5.860           -6.033 
## 56351.3963037249 56488.6724127392 56867.8592361544 61227.1960077121 
##           -6.039           -6.063           -6.129           -6.896
model.tables(dfs.aov, type = 'means')
## Warning in replications(paste("~", xx), data = mf): non-factors ignored:
## df1$Solids
## Tables of means
## Grand mean
##          
## 196.3695 
## 
##  df1$Solids 
## df1$Solids
## 320.942611274359 728.750829576846 1198.94369900818 1351.90697909659 
##           200.18           200.11           200.03           200.00 
## 1372.09104349223 2552.96280365012 2808.02575567945  2835.3031650451 
##           200.00           199.79           199.75           199.74 
## 2912.21124682743 3413.08163340648 3640.73431981458 3773.28114658081 
##           199.73           199.64           199.60           199.58 
## 3802.41168101672 3900.91389173113 4111.78543179578 4142.49900062043 
##           199.57           199.55           199.52           199.51 
## 4168.19699374278 4304.49248308592 4343.35661100273 4425.42644029895 
##           199.51           199.48           199.48           199.46 
##  4440.2773573525 4466.25748768051 4544.84171758364 4728.65067102334 
##           199.46           199.46           199.44           199.41 
## 4784.96787942739 4857.25380670275 5075.26920185539 5097.82584977248 
##           199.40           199.39           199.35           199.34 
## 5100.09417269933 5128.45764576973 5157.05359987604 5230.63042980122 
##           199.34           199.34           199.33           199.32 
##  5232.9132535649 5477.34721476969 5516.87495257738 5576.62829706473 
##           199.32           199.28           199.27           199.26 
## 5619.13555786585 5689.80440487283 5699.50494220269 6040.36986802533 
##           199.25           199.24           199.24           199.18 
## 6068.45488494808 6108.79573426122 6193.33056232443 6342.50284277655 
##           199.17           199.17           199.15           199.13 
## 6493.54725634977 6552.62631415427 6626.37642571315 6670.65935353003 
##           199.10           199.09           199.08           199.07 
##  6675.6822445936 6698.23909516286 6700.77505380042  6743.3460655304 
##           199.07           199.06           199.06           199.06 
## 6785.14530269125  6787.4846600177 6873.55988537613 6874.58601639174 
##           199.05           199.05           199.03           199.03 
## 6879.76465337292 6967.73556512605   6974.225134834  7013.2117867073 
##           199.03           199.02           199.01           199.01 
## 7028.83961726569 7035.13379657523  7040.7376207776 7066.37691667231 
##           199.00           199.00           199.00           199.00 
## 7105.80070875753 7263.05674913012 7323.30230055197 7324.70142545847 
##           198.99           198.96           198.95           198.95 
##  7408.9761959146 7412.79805887667 7450.07437505789  7460.2472603387 
##           198.94           198.94           198.93           198.93 
## 7472.50648002047 7557.02127132121 7656.41324825941 7695.06393470298 
##           198.93           198.91           198.89           198.89 
## 7705.29860475964 7714.74696926233 7747.57726338611 7751.80949109883 
##           198.89           198.88           198.88           198.88 
## 7764.43802153686 7769.61611884175 7839.31875982938 7845.47289104084 
##           198.88           198.87           198.86           198.86 
## 7850.64189234206 7907.33044097137 7929.50474855063 7965.20791848011 
##           198.86           198.85           198.85           198.84 
## 7986.49323905631 7990.89146764889 7998.67451117685 8016.20293843755 
##           198.84           198.84           198.83           198.83 
## 8076.82228259523 8081.46647109159 8086.82599896704 8108.29732162461 
##           198.82           198.82           198.82           198.81 
## 8127.07125398758 8129.73491923601   8136.071590569 8201.36211322524 
##           198.81           198.81           198.81           198.80 
## 8213.77224471432 8238.29003830498 8240.81270935741 8273.59197053936 
##           198.80           198.79           198.79           198.79 
## 8296.55061111711 8403.28455222686 8406.72324367801 8451.31911090896 
##           198.78           198.76           198.76           198.75 
## 8471.67738143048 8508.15372997734 8524.87464557171 8532.13951695952 
##           198.75           198.74           198.74           198.74 
## 8535.40295572258 8572.42150850741  8580.2455612809 8607.61250985216 
##           198.74           198.73           198.73           198.73 
## 8644.83104683845 8667.72023908931 8672.52777340014 8692.53815166043 
##           198.72           198.72           198.72           198.71 
## 8712.00258845446 8721.23188467179 8722.15302157098 8727.24734935696 
##           198.71           198.71           198.71           198.71 
## 8729.09621746169 8730.31243558089 8746.90171712036 8777.68678362567 
##           198.71           198.71           198.70           198.70 
## 8810.89581007659  8835.5558758211 8855.11412133137 8864.68648028626 
##           198.69           198.69           198.68           198.68 
## 8870.90296594229 8896.19511842588 8904.79981787854 8906.97562313949 
##           198.68           198.68           198.67           198.67 
## 8918.89260003382 8985.91180710889 9000.02559118924 9001.65875314213 
##           198.67           198.66           198.66           198.66 
## 9025.07935959796 9028.76034485211 9049.68259460184 9064.03583080027 
##           198.65           198.65           198.65           198.65 
## 9076.64648343345 9082.81617545916 9094.31330041616 9138.02934425656 
##           198.64           198.64           198.64           198.63 
## 9163.29444814128 9225.77091079545 9258.76707614821 9265.10494751353 
##           198.63           198.62           198.61           198.61 
## 9323.21828977726 9344.65332230751 9363.85398761785 9381.23993079845 
##           198.60           198.60           198.59           198.59 
## 9407.66403872055  9439.7839927291 9460.32263533989 9465.32390498971 
##           198.59           198.58           198.58           198.58 
## 9472.61492046473  9480.6177964777 9496.91035373795 9544.86267077555 
##           198.58           198.57           198.57           198.56 
## 9546.12921515465 9559.54739235584  9566.1222701692 9583.71044130756 
##           198.56           198.56           198.56           198.56 
##  9592.1513331276 9609.74060477838 9615.83270969255 9624.30046211011 
##           198.55           198.55           198.55           198.55 
## 9626.89320604597 9632.73097637395 9651.87482568678 9654.73368073405 
##           198.55           198.55           198.54           198.54 
## 9660.65830198039 9694.35489610499 9712.56066397662  9727.6531703967 
##           198.54           198.54           198.53           198.53 
## 9727.76171571496 9734.67710308117 9772.50481417967 9782.34428428131 
##           198.53           198.53           198.52           198.52 
## 9783.36872745349  9809.9040000749 9812.12246346731  9836.4018471799 
##           198.52           198.52           198.52           198.51 
## 9840.78281985046 9844.70229260938 9848.03558277945 9887.83075452778 
##           198.51           198.51           198.51           198.50 
## 9898.02220856494 9913.96334565557 9929.19480986089 9943.63759853321 
##           198.50           198.50           198.49           198.49 
## 9943.92978526269  9959.1350153987 9968.96273804851 9973.93405920854 
##           198.49           198.49           198.49           198.49 
## 9975.60133394594 10039.5383756958 10102.4897202798 10112.2073222907 
##           198.49           198.48           198.46           198.46 
##  10117.084438085 10120.1126796678 10168.1765362116 10171.7101033278 
##           198.46           198.46           198.45           198.45 
## 10194.3254111576 10215.8124167024 10220.7123587564 10280.9294967405 
##           198.45           198.44           198.44           198.43 
## 10315.3539733223 10323.9578413719 10337.5417028637 10343.3788482934 
##           198.43           198.43           198.42           198.42 
## 10345.3993145741  10389.542537941 10418.1083447946 10443.7965338947 
##           198.42           198.41           198.41           198.40 
## 10452.7244143189 10453.0873232677 10465.2616013361 10488.7709365937 
##           198.40           198.40           198.40           198.40 
## 10490.8389868062 10494.5733687991 10498.6351536318 10513.2967812211 
##           198.40           198.40           198.39           198.39 
## 10529.3102989899 10540.3422778074 10562.4605390675 10571.7703769689 
##           198.39           198.39           198.38           198.38 
## 10575.1862808894  10587.304929475 10603.0980205107  10634.059045381 
##           198.38           198.38           198.38           198.37 
##  10643.186770521  10673.582673737 10676.5084754294 10704.6031822988 
##           198.37           198.36           198.36           198.36 
## 10762.9386324193 10794.7838982872 10815.3994422056 10816.2733665622 
##           198.35           198.34           198.34           198.34 
## 10823.3003651089 10830.8012453996 10835.2011571454 10836.9697823816 
##           198.34           198.34           198.34           198.34 
## 10859.5537515581 10897.1502889879 10909.1945923231 10922.5419937033 
##           198.33           198.32           198.32           198.32 
## 10925.3601038704 10930.0556706925 11006.0485071958  11067.181147841 
##           198.32           198.32           198.31           198.29 
## 11086.2598579782 11104.2505079397 11120.7010455007 11123.8861591137 
##           198.29           198.29           198.29           198.28 
## 11125.4435367418 11130.2113648745 11142.3926320551  11174.274760041 
##           198.28           198.28           198.28           198.28 
##  11178.403543795 11215.9459015929 11229.1377770815 11234.0414707233 
##           198.28           198.27           198.27           198.27 
## 11245.7357666904 11246.4266459339 11275.8726554291 11278.8296784706 
##           198.26           198.26           198.26           198.26 
##  11288.634718378 11298.4500909611 11300.2381087938 11306.2615053544 
##           198.26           198.25           198.25           198.25 
##  11310.958312527 11318.1405625728 11319.1062320924 11339.1660546175 
##           198.25           198.25           198.25           198.25 
## 11346.1434527217  11348.675997364 11351.8618561776 11356.5804811556 
##           198.25           198.25           198.24           198.24 
## 11370.6491693743 11380.2986359234 11388.5341869138 11398.7311047598 
##           198.24           198.24           198.24           198.24 
## 11429.2011990494 11451.3122172106 11459.6224449766 11465.5756432294 
##           198.23           198.23           198.23           198.22 
## 11512.4658416637 11519.0465273566 11532.2231778284 11551.2156804174 
##           198.22           198.22           198.21           198.21 
## 11553.0392813085 11557.0320383905 11562.4355095615 11566.8755475644 
##           198.21           198.21           198.21           198.21 
## 11567.8878401924 11571.4215371862 11579.1133984014 11579.4416927543 
##           198.21           198.21           198.20           198.20 
## 11582.4625842743  11582.505248963  11592.445624125 11595.3549848789 
##           198.20           198.20           198.20           198.20 
## 11598.6823670729 11601.6423823477 11609.1090545278 11609.9971588118 
##           198.20           198.20           198.20           198.20 
## 11610.2079486949  11619.709696795 11628.3366754784 11635.7720762397 
##           198.20           198.20           198.20           198.19 
##  11642.148998546 11642.7275408094  11643.663475765  11682.229317058 
##           198.19           198.19           198.19           198.19 
## 11684.1116373933 11694.6352852975 11697.6069722698 11699.1335498439 
##           198.19           198.18           198.18           198.18 
## 11703.9239070479 11705.0722819699 11724.6233151055 11734.4488567893 
##           198.18           198.18           198.18           198.18 
## 11746.6075221571 11795.3135795098 11797.9209164571  11803.735499916 
##           198.18           198.17           198.17           198.17 
## 11826.2942750331 11837.1233596084 11842.7578062475 11848.2282696289 
##           198.16           198.16           198.16           198.16 
## 11848.7697290952 11861.5508516258 11870.4248521101 11877.2366487498 
##           198.16           198.15           198.15           198.15 
## 11889.2177472393 11889.2506323159 11900.0552027957 11914.4637781562 
##           198.15           198.15           198.15           198.15 
## 11920.6108356462 11920.9074221285 11930.6247945518   11939.76985928 
##           198.14           198.14           198.14           198.14 
##  11949.597925537 11950.2350310743 11954.7007304877 11963.3237163858 
##           198.14           198.14           198.14           198.14 
## 11965.3965084607  11981.740191013 11983.8693763364 11989.2462425416 
##           198.14           198.13           198.13           198.13 
## 12013.5506287645 12036.6430435833 12037.7703855776 12044.6246914631 
##           198.13           198.12           198.12           198.12 
## 12060.0095271727 12088.4164503349 12105.7219342696 12135.7249303123 
##           198.12           198.12           198.11           198.11 
## 12137.0995967179 12138.4229544071 12145.5445957006 12149.6967303088 
##           198.11           198.11           198.10           198.10 
## 12150.7219225636 12171.0245490952 12190.1716015341 12193.6112613474 
##           198.10           198.10           198.10           198.10 
## 12206.6812098723  12215.409082599 12218.0959445638 12224.3105064385 
##           198.09           198.09           198.09           198.09 
## 12224.6246037641 12229.2984836724 12229.6475840885 12253.3033886053 
##           198.09           198.09           198.09           198.09 
## 12256.6782865097 12278.9852796065 12285.8914826075 12289.9009221246 
##           198.09           198.08           198.08           198.08 
## 12305.9054147914 12308.2338354786 12311.2683659781 12318.4038858823 
##           198.08           198.08           198.08           198.07 
## 12320.5122918418 12330.4065677185 12352.8111051295 12355.3441072528 
##           198.07           198.07           198.07           198.07 
## 12356.9056221744 12359.6311939673 12431.8031099178 12477.7718175851 
##           198.07           198.07           198.05           198.05 
## 12490.5582760584 12519.0906599135 12531.6019210648 12538.9740263258 
##           198.04           198.04           198.04           198.04 
## 12556.7540467302 12558.8979727631  12575.279626806 12603.4003713637 
##           198.03           198.03           198.03           198.02 
## 12610.9363072469 12626.1979219576 12629.8530492338 12635.3677035701 
##           198.02           198.02           198.02           198.02 
## 12641.5278088656   12642.06594728 12652.3629786581 12653.9440845293 
##           198.02           198.02           198.02           198.02 
##  12658.177160998  12666.005324849 12674.6727727536 12675.9389620301 
##           198.01           198.01           198.01           198.01 
## 12677.8414956164 12682.1509407706  12683.483292056 12691.5159726749 
##           198.01           198.01           198.01           198.01 
## 12700.4880386059 12710.2494516118 12715.8142795979 12723.3421010798 
##           198.01           198.01           198.00           198.00 
## 12726.2986391701 12732.8882432475 12736.8650014258 12760.4371507958 
##           198.00           198.00           198.00           198.00 
## 12763.2678894228 12767.6562288245 12770.8318295454 12772.0957503758 
##           198.00           198.00           198.00           197.99 
## 12806.8323265299 12810.4231602506  12812.557124144 12819.8754364916 
##           197.99           197.99           197.99           197.99 
## 12827.6210069854 12829.0927776951 12830.4841337754 12833.4612410778 
##           197.99           197.98           197.98           197.98 
## 12837.5060629694 12838.9143726038 12855.3462381775 12856.7286234099 
##           197.98           197.98           197.98           197.98 
## 12856.9286949435 12861.9465420425 12871.5512198876 12874.4446370298 
##           197.98           197.98           197.98           197.98 
## 12875.1277837193 12878.1763536122 12883.1635309334 12883.7264957775 
##           197.98           197.98           197.98           197.98 
##  12885.516912012 12887.1937620559 12928.6444329809  12932.590386219 
##           197.97           197.97           197.97           197.97 
## 12937.2468907528 12958.7484568836  12962.389672892 12975.9003341113 
##           197.97           197.96           197.96           197.96 
##  12978.197125527 12988.7912288357 12995.8854274784 12999.1448040168 
##           197.96           197.96           197.96           197.95 
## 13028.6884583826 13041.8291403941 13064.4505911862 13086.6439343985 
##           197.95           197.95           197.94           197.94 
## 13095.1491606575 13098.8582899802  13116.707711787 13121.1719426895 
##           197.94           197.94           197.93           197.93 
## 13122.2234215594  13122.329581176 13124.1056363416 13129.1498419409 
##           197.93           197.93           197.93           197.93 
## 13137.4907623026 13150.2074587471 13158.8483624867 13163.0312783266 
##           197.93           197.93           197.93           197.93 
##  13168.529155676 13180.6778007237 13181.6735161069 13189.5193829762 
##           197.93           197.92           197.92           197.92 
## 13197.5668145212 13207.8609659061 13213.5782536005 13215.7063818298 
##           197.92           197.92           197.92           197.92 
##  13224.935638977 13227.0523824072 13237.9896045708  13238.070297753 
##           197.92           197.91           197.91           197.91 
##   13283.77805343 13286.1565753457 13289.2016527483 13291.9226093698 
##           197.90           197.90           197.90           197.90 
## 13312.4461070034 13317.4681120414 13319.4957053407 13329.0322527381 
##           197.90           197.90           197.90           197.90 
## 13345.3690984445 13351.4138299624 13354.7065098084 13361.2260163389 
##           197.89           197.89           197.89           197.89 
## 13376.6804719236 13394.7316074792 13400.3855320645 13401.0443941153 
##           197.89           197.89           197.88           197.88 
## 13403.0863888261 13404.2543323689 13427.0685910696 13442.6034711367 
##           197.88           197.88           197.88           197.88 
## 13454.6347772456 13457.2111288388 13463.8524188454 13464.4871617703 
##           197.87           197.87           197.87           197.87 
##   13467.87978042 13475.9127730316 13477.3815856153 13486.1421911112 
##           197.87           197.87           197.87           197.87 
## 13490.6081477828 13492.8408350268  13501.677965117 13505.0331160548 
##           197.87           197.87           197.87           197.87 
##  13516.911494635 13527.9898856966 13528.5493829078 13529.0387582087 
##           197.86           197.86           197.86           197.86 
## 13533.2300329752 13539.8116643292 13551.9533447081 13556.7343971147 
##           197.86           197.86           197.86           197.86 
## 13568.2712005285  13579.554579586 13580.6184828873 13584.4903384981 
##           197.85           197.85           197.85           197.85 
## 13584.9002454587 13593.6000179163 13597.8960378086 13614.7509254694 
##           197.85           197.85           197.85           197.85 
## 13615.1097580221  13623.160062865 13630.0473080804 13652.2931993926 
##           197.85           197.85           197.84           197.84 
##  13652.602029885 13655.6806526194 13671.4160304219 13672.0917639016 
##           197.84           197.84           197.84           197.84 
## 13676.7535244675  13677.106440586 13677.9940400013 13679.0569047303 
##           197.84           197.84           197.84           197.84 
## 13680.7641380354 13688.0743389071 13689.5920730861  13691.094972435 
##           197.83           197.83           197.83           197.83 
##  13696.009916767 13699.6807078428 13703.2203768313 13706.1868078124 
##           197.83           197.83           197.83           197.83 
## 13711.7232818115 13714.8326353623  13730.259117125 13736.3420356711 
##           197.83           197.83           197.83           197.83 
## 13742.1394866182 13742.1459651636 13749.5960366239 13753.9933734307 
##           197.82           197.82           197.82           197.82 
## 13766.3307890426 13769.8602378798 13776.6217917741  13777.376191089 
##           197.82           197.82           197.82           197.82 
## 13781.7802839557 13790.2962018127 13812.4104206063 13821.5561603968 
##           197.82           197.82           197.81           197.81 
## 13826.2579139699 13829.9390699487 13839.7134259863 13852.5319032151 
##           197.81           197.81           197.81           197.80 
##  13858.703935543 13867.2441957349 13886.8097134775 13891.0385300399 
##           197.80           197.80           197.80           197.80 
## 13900.7165227806 13900.7792709424 13901.6446810989 13902.9686462126 
##           197.80           197.80           197.80           197.80 
## 13909.4790654396 13911.8266292627 13921.1462167299 13927.0025065017 
##           197.79           197.79           197.79           197.79 
## 13933.0853601079   13939.29402201 13943.2449736603 13969.2615624178 
##           197.79           197.79           197.79           197.78 
## 13969.4388625505 13978.1726601885 13979.1657232955 13979.3817500362 
##           197.78           197.78           197.78           197.78 
##  13990.513403072 14015.0447691139 14017.3720656762 14034.4857986588 
##           197.78           197.78           197.78           197.77 
## 14036.1636556001 14037.0399266141 14052.4461115142  14053.220679297 
##           197.77           197.77           197.77           197.77 
## 14054.1254874146 14064.8991548324 14080.8337085233  14083.829887958 
##           197.77           197.77           197.76           197.76 
## 14100.9689869799 14101.8692919827 14110.9209679882 14126.5905299944 
##           197.76           197.76           197.76           197.76 
## 14149.4998292867 14151.7600832298 14153.6433779251 14158.1572826764 
##           197.75           197.75           197.75           197.75 
## 14160.6867663454 14168.9248690296 14179.6227407575 14202.1938049034 
##           197.75           197.75           197.75           197.74 
##  14206.357322955 14230.4191307655 14245.7891212994  14254.661315881 
##           197.74           197.74           197.74           197.73 
## 14284.6479171187 14285.5838542245 14294.2403499593 14298.4104620691 
##           197.73           197.73           197.73           197.73 
## 14304.7630828495 14310.6233010215 14319.4013699059 14333.5380238058 
##           197.73           197.72           197.72           197.72 
## 14336.6275212733 14343.4232068311 14348.5729235849 14368.1281610166 
##           197.72           197.72           197.72           197.71 
##  14382.902158062 14400.7186285561 14402.7266960741 14417.9795330416 
##           197.71           197.71           197.71           197.71 
## 14433.7804955513 14442.4188754321 14444.2895980215 14446.8123896858 
##           197.70           197.70           197.70           197.70 
## 14450.1757468817  14462.674308377 14464.1155472878 14467.7859264911 
##           197.70           197.70           197.70           197.70 
## 14470.0535488471 14472.3915494968 14476.3356952683 14507.0178078563 
##           197.70           197.70           197.70           197.69 
## 14518.9745006892 14540.7350818783 14547.8854781969 14550.4170054352 
##           197.69           197.68           197.68           197.68 
## 14553.1323078156 14563.6826490797 14574.6611004764 14578.9613114172 
##           197.68           197.68           197.68           197.68 
## 14579.8220726259 14598.0257874985 14598.9519127648 14600.5395218919 
##           197.68           197.67           197.67           197.67 
##   14608.36314532 14609.9768834681 14610.4128321629  14619.627261342 
##           197.67           197.67           197.67           197.67 
## 14622.7454944341 14625.5613628597 14642.2055400052 14665.4047982894 
##           197.67           197.67           197.67           197.66 
## 14673.6706693385 14676.7162720692 14682.6658382227 14686.2833900312 
##           197.66           197.66           197.66           197.66 
##  14694.420624957 14702.0590685841 14704.9062461056 14708.4741851528 
##           197.66           197.66           197.65           197.65 
## 14710.7228306267 14720.5448289791 14733.4587570858 14739.0685400646 
##           197.65           197.65           197.65           197.65 
## 14763.5801132015 14775.1455957529 14778.0328752719 14782.8042214415 
##           197.64           197.64           197.64           197.64 
##  14784.755660613 14786.1389008928 14787.2062648582 14794.4114000386 
##           197.64           197.64           197.64           197.64 
## 14799.3114641506 14807.2684899647 14807.4135537734 14812.9706448018 
##           197.64           197.64           197.64           197.64 
## 14825.9345017354 14829.6242123215 14829.7459706736 14841.2419955694 
##           197.63           197.63           197.63           197.63 
## 14848.1294887404 14852.5306803234 14859.0596606786 14859.4664242837 
##           197.63           197.63           197.63           197.63 
## 14866.1038632219 14875.9565079594 14877.2897371846 14880.6517982567 
##           197.63           197.62           197.62           197.62 
## 14884.3399581525  14893.206395812 14901.8081439194 14904.9403868002 
##           197.62           197.62           197.62           197.62 
## 14905.2559118324 14905.3938515764 14906.0479217491 14912.2255062419 
##           197.62           197.62           197.62           197.62 
## 14916.9860908998 14936.5039706932 14945.2956606153 14962.1778331607 
##           197.62           197.61           197.61           197.61 
## 14970.6472435698 14971.9490252919 14973.2973570229 14982.3054770305 
##           197.61           197.61           197.61           197.61 
## 15000.1877691513 15007.2726817306 15007.4215342085 15017.7472811187 
##           197.60           197.60           197.60           197.60 
##  15039.710405984 15040.8414776553 15049.5841988126 15058.1387525396 
##           197.60           197.60           197.59           197.59 
## 15063.8149683396 15077.8503428775 15088.8276528489 15092.0176445381 
##           197.59           197.59           197.59           197.59 
##   15097.02406423 15102.2374276586 15105.3730982953 15106.3086467181 
##           197.59           197.59           197.58           197.58 
## 15120.9247162418 15130.1543678111 15135.1272357746 15147.1714638246 
##           197.58           197.58           197.58           197.58 
## 15149.4898709722 15155.5489891592  15156.789833999 15157.2687865016 
##           197.58           197.58           197.58           197.58 
## 15158.7217475345 15171.0123256676 15173.4711498544 15176.2906782766 
##           197.58           197.57           197.57           197.57 
## 15177.2181901628 15189.3278220317 15193.4134739672 15196.2299874838 
##           197.57           197.57           197.57           197.57 
##  15201.339953844 15222.2464439466 15228.9129088916 15229.7028687066 
##           197.57           197.56           197.56           197.56 
## 15244.8463945875 15247.1280308846 15249.6202443905 15255.1152579597 
##           197.56           197.56           197.56           197.56 
## 15265.4075641521  15273.049287387 15288.2137737474 15300.8386710983 
##           197.56           197.55           197.55           197.55 
## 15323.4088218884  15326.855914122 15326.9250143617 15327.8797234493 
##           197.55           197.55           197.55           197.55 
## 15331.3026917532 15335.5114329309 15338.0616411657 15340.9518390232 
##           197.54           197.54           197.54           197.54 
## 15349.1425849405 15357.8333729203 15360.8350680644 15362.4523834412 
##           197.54           197.54           197.54           197.54 
## 15371.9999440175 15379.9127629025 15380.1240791449 15391.5591511033 
##           197.54           197.54           197.54           197.53 
## 15395.4690815097  15405.496480511 15413.8961476524 15417.9328343889 
##           197.53           197.53           197.53           197.53 
## 15422.2208932053 15423.3872776359 15426.9150787673 15428.4509157083 
##           197.53           197.53           197.53           197.53 
## 15433.1348369121 15456.2200859055 15457.4986616663 15488.9567477477 
##           197.53           197.52           197.52           197.52 
## 15489.3256600013 15494.3598370104 15496.6117186021 15513.0125808205 
##           197.52           197.52           197.52           197.51 
## 15513.7403779632 15517.3911222287 15525.3939631089 15547.1866260316 
##           197.51           197.51           197.51           197.51 
## 15548.4166735022 15570.1423220877 15596.4733344596 15597.6408830643 
##           197.51           197.50           197.50           197.50 
## 15613.1605328423 15617.4585767642 15618.1352422042 15618.1702479305 
##           197.50           197.49           197.49           197.49 
## 15629.7623346351 15658.0862798885 15661.9403350434 15668.2736176051 
##           197.49           197.49           197.49           197.49 
## 15671.1192866834 15677.9706864296 15694.5071938494 15704.4820929295 
##           197.48           197.48           197.48           197.48 
## 15719.4936094884 15736.5809855025 15736.8939585061 15737.4689378472 
##           197.48           197.47           197.47           197.47 
## 15741.0816271511 15751.1753002967 15751.4491499685 15758.7406213889 
##           197.47           197.47           197.47           197.47 
## 15761.8713662799  15765.786717701  15772.653169654 15778.7293956347 
##           197.47           197.47           197.47           197.47 
## 15791.6753511272 15796.3996983279 15797.0303958032 15805.6501529833 
##           197.46           197.46           197.46           197.46 
## 15818.2613197959 15823.3393744605 15824.7887288494  15824.822709011 
##           197.46           197.46           197.46           197.46 
## 15825.1825710138 15825.4403157145 15835.1228177128 15858.7781757985 
##           197.46           197.46           197.46           197.45 
## 15873.0344281563 15888.6252067809  15893.674410542 15896.3659365213 
##           197.45           197.45           197.45           197.45 
## 15900.7971450564 15901.2851611462 15902.9452756637  15904.243358956 
##           197.44           197.44           197.44           197.44 
## 15908.5618703962 15908.6420860313 15911.3575087531 15921.4120179542 
##           197.44           197.44           197.44           197.44 
## 15924.7996872889 15926.4260078857 15931.4292255976  15936.247359864 
##           197.44           197.44           197.44           197.44 
## 15938.2864391291 15940.5732705385 15949.1531791756 15973.6868911972 
##           197.44           197.44           197.44           197.43 
## 15976.9262250793  15978.036559255 15978.3552490952  15979.060270379 
##           197.43           197.43           197.43           197.43 
## 15979.3347932508 15990.1492276109 16002.1383195451  16006.972587715 
##           197.43           197.43           197.43           197.43 
## 16010.5241523088 16017.6118961435 16034.4536990354 16061.5900976229 
##           197.43           197.42           197.42           197.42 
## 16066.5521243956 16073.6706195087  16078.459386212 16079.3612504182 
##           197.42           197.41           197.41           197.41 
## 16087.2697100297 16099.1518956524 16100.9679474486 16103.3605492931 
##           197.41           197.41           197.41           197.41 
## 16110.1836433535   16113.01055353 16115.9298639482 16119.3401903974 
##           197.41           197.41           197.41           197.41 
##  16123.304450528 16129.7069232948 16136.4332685276 16146.1571122051 
##           197.41           197.40           197.40           197.40 
## 16147.0019504331 16162.2623066076 16173.7270929758 16174.4337385309 
##           197.40           197.40           197.40           197.40 
## 16175.2219441256 16183.5866493975 16191.4260911329 16203.0906969007 
##           197.40           197.39           197.39           197.39 
## 16206.2196714502 16219.4753201797 16233.1346793622 16242.0602812753 
##           197.39           197.39           197.39           197.38 
##  16246.173191143 16255.9013710567  16262.939245596 16263.1674654185 
##           197.38           197.38           197.38           197.38 
## 16266.4344452789 16268.4486062585 16276.3986044705 16298.0013467707 
##           197.38           197.38           197.38           197.37 
## 16304.5289188081  16312.154973975 16314.2333754348 16318.7336135092 
##           197.37           197.37           197.37           197.37 
## 16324.1151961823 16351.2262866761 16360.5662981665 16364.1594091578 
##           197.37           197.37           197.36           197.36 
## 16367.4583719755 16378.1515756646 16388.4052649656 16392.1350688723 
##           197.36           197.36           197.36           197.36 
## 16403.9523810526  16404.759484824 16404.9414202555  16409.936560014 
##           197.36           197.36           197.36           197.36 
##   16429.90790246 16431.2048970638 16446.3280502656 16461.5023238066 
##           197.35           197.35           197.35           197.35 
## 16462.4600861639 16470.9521916308 16472.1923092715 16473.0670891561 
##           197.35           197.34           197.34           197.34 
## 16477.3508061194 16478.0714332625 16488.0175125724 16488.0476559649 
##           197.34           197.34           197.34           197.34 
##  16514.608092257 16515.6703910245 16515.8721658634 16522.7157536143 
##           197.34           197.34           197.34           197.34 
##  16532.828822484 16540.9790480041 16544.2755910982 16544.8275037465 
##           197.33           197.33           197.33           197.33 
## 16548.3567295611 16553.5624374422 16559.8772622044 16575.8212603334 
##           197.33           197.33           197.33           197.33 
## 16589.8115542605 16598.5775109041 16600.3927466471 16609.9254891288 
##           197.32           197.32           197.32           197.32 
## 16615.9081524217 16616.5166165383 16621.4947889687 16639.2151785922 
##           197.32           197.32           197.32           197.31 
## 16642.8841784369 16648.6005673411 16654.5093700212 16656.0626716067 
##           197.31           197.31           197.31           197.31 
## 16658.8765031636 16663.5390736951 16663.6025070423 16666.1308050002 
##           197.31           197.31           197.31           197.31 
## 16670.9960132344 16679.3351642707 16679.6736220279 16686.3127603295 
##           197.31           197.31           197.31           197.31 
## 16689.7996037562 16700.0348725587 16701.5659753447 16723.9772436458 
##           197.31           197.30           197.30           197.30 
## 16733.1241026631 16737.1082185154 16739.2666352077 16746.8003919734 
##           197.30           197.30           197.30           197.30 
## 16764.8547646254 16769.8905462655 16772.2262462434 16780.1161468285 
##           197.29           197.29           197.29           197.29 
## 16786.9254055991 16795.3186743587 16795.8204842183 16819.4231794479 
##           197.29           197.29           197.29           197.28 
## 16827.1928666867  16828.880596696 16829.3930391196  16843.363927406 
##           197.28           197.28           197.28           197.28 
## 16853.6763276339 16854.1294572556 16862.5434762706 16863.4387250849 
##           197.28           197.28           197.28           197.28 
## 16879.5247697708 16892.8956619075 16897.3070409088 16898.8082971927 
##           197.27           197.27           197.27           197.27 
## 16904.2010911682 16905.8015244007 16906.3312980637 16911.2037730004 
##           197.27           197.27           197.27           197.27 
## 16916.4135373496 16922.8538985852 16925.0122972255 16929.2901997205 
##           197.27           197.26           197.26           197.26 
## 16932.5771027672 16950.0159069942 16953.8987363093 16960.4346306357 
##           197.26           197.26           197.26           197.26 
## 16963.6250117375 16965.3141088043 16978.9268290446 16980.2584809507 
##           197.26           197.26           197.25           197.25 
## 16982.1319743572 17017.4299604031 17029.5348926821 17032.7737341406 
##           197.25           197.25           197.25           197.25 
## 17037.7253670804 17045.6000949504 17063.1721078973 17068.2988629195 
##           197.24           197.24           197.24           197.24 
## 17076.6637886748 17083.1750854349 17087.0769018372 17092.2258265876 
##           197.24           197.24           197.24           197.24 
## 17095.2700703826 17100.8874333802 17101.9515686162 17106.4386454495 
##           197.23           197.23           197.23           197.23 
## 17107.2242258276 17121.5059170552   17150.10054999 17153.3061634521 
##           197.23           197.23           197.22           197.22 
## 17156.3367051058 17162.3984209753 17162.7539266669 17167.3012970225 
##           197.22           197.22           197.22           197.22 
## 17169.5843822343  17176.878950655  17177.071036696 17177.7887828084 
##           197.22           197.22           197.22           197.22 
## 17180.1881843436 17181.0088136775 17182.4503590718 17196.0547110619 
##           197.22           197.22           197.22           197.22 
## 17240.0210647509 17246.9203474843 17248.6187420027 17253.3367395588 
##           197.21           197.21           197.21           197.21 
## 17258.1140348773 17258.1883549989 17259.8523024094  17264.840916673 
##           197.21           197.21           197.21           197.20 
## 17266.5934219231 17279.5137494127 17279.9621983508 17281.9751684116 
##           197.20           197.20           197.20           197.20 
## 17291.6182555205 17317.6872508759 17326.2022525653 17328.1614570148 
##           197.20           197.20           197.19           197.19 
## 17329.8021601034 17342.3140789379 17350.0585309262 17358.7963650421 
##           197.19           197.19           197.19           197.19 
## 17375.9707448039 17382.4273656125 17384.2571857952    17388.9825649 
##           197.19           197.18           197.18           197.18 
## 17397.4028577115 17398.3858433354 17403.5321668613 17404.1770610507 
##           197.18           197.18           197.18           197.18 
## 17414.5206231706  17416.801779549 17420.0871487304 17423.4079889167 
##           197.18           197.18           197.18           197.18 
## 17429.5849496597 17430.8419443944 17430.9197196369 17433.6018527969 
##           197.18           197.18           197.18           197.18 
## 17435.3402059762 17439.4440609229 17444.6714040032 17444.8144499217 
##           197.17           197.17           197.17           197.17 
## 17447.9946719028  17465.095885844 17465.3455820519 17468.9998017438 
##           197.17           197.17           197.17           197.17 
## 17475.4677537698 17493.6504243367 17502.8794420926 17503.3122297876 
##           197.17           197.16           197.16           197.16 
## 17505.8527351687 17506.6088025323 17516.6993624629 17527.7167257198 
##           197.16           197.16           197.16           197.16 
## 17537.9896158066 17538.5411720099 17540.0302174586 17540.5766426958 
##           197.16           197.16           197.16           197.16 
## 17540.7424977373 17546.4032555953 17561.2728356971 17569.5798186458 
##           197.16           197.16           197.15           197.15 
## 17572.5474680694 17583.0803348839 17589.2689898365 17598.2003501353 
##           197.15           197.15           197.15           197.15 
## 17605.5357590328 17606.8856890781 17617.8763092966 17621.3901146366 
##           197.14           197.14           197.14           197.14 
## 17625.4664122163 17628.0430589948 17638.3224732182 17639.8579395294 
##           197.14           197.14           197.14           197.14 
## 17643.4071470386 17645.0653396932 17650.4050491121 17657.0841764933 
##           197.14           197.14           197.14           197.14 
## 17674.7061487013 17679.3511010018 17681.2723569963 17694.5748329769 
##           197.13           197.13           197.13           197.13 
## 17699.6106094352 17705.6086159155 17711.4877737488 17721.9595572557 
##           197.13           197.13           197.13           197.12 
## 17732.2406682047 17732.9146702645 17734.9496251577 17739.1989600666 
##           197.12           197.12           197.12           197.12 
## 17749.2986640181  17763.310992828 17766.2528880239 17777.1000861104 
##           197.12           197.12           197.12           197.11 
## 17782.6044083249 17786.7633004837 17796.3746383574 17818.3944892599 
##           197.11           197.11           197.11           197.11 
## 17828.2945237925 17835.3090128928 17851.0640208494 17857.7168942876 
##           197.11           197.10           197.10           197.10 
## 17862.1427324567 17862.3690025893  17864.689385538 17869.4554411169 
##           197.10           197.10           197.10           197.10 
## 17870.3152462184 17895.5565853287 17905.4800192975 17909.1156257006 
##           197.10           197.09           197.09           197.09 
## 17909.3657822535 17914.3402310157 17915.0859723533 17925.3521203189 
##           197.09           197.09           197.09           197.09 
## 17939.7046960204 17940.0990804003 17941.8112559103 17944.8523753467 
##           197.09           197.09           197.09           197.09 
## 17947.9881136406 17963.8668454721  17968.882775028 17973.1788590118 
##           197.08           197.08           197.08           197.08 
## 17975.5532270179 17977.5256489156 17977.6939378956 17978.9863389263 
##           197.08           197.08           197.08           197.08 
## 17981.2547762646 17982.3872564697 17984.3274394464 17995.4052191869 
##           197.08           197.08           197.08           197.08 
## 18001.4591858463 18003.2572846331 18014.9957031482 18020.8424280702 
##           197.08           197.07           197.07           197.07 
## 18038.4743659972 18058.3202916846 18059.3308518857 18061.6975681691 
##           197.07           197.07           197.06           197.06 
## 18073.9685889309  18085.158841175 18085.5028176232 18088.3548496464 
##           197.06           197.06           197.06           197.06 
##  18091.202614631 18093.9721620906 18112.2844465108 18113.0173023734 
##           197.06           197.06           197.06           197.06 
## 18125.6383980244 18126.0309630324 18128.9082911997 18132.0944006995 
##           197.05           197.05           197.05           197.05 
## 18134.8350204691 18136.1288585828 18136.2615847481 18140.5942709246 
##           197.05           197.05           197.05           197.05 
## 18158.8421190509 18185.0504734021 18189.3949801827 18194.5453101797 
##           197.05           197.04           197.04           197.04 
## 18194.9541399254 18203.7300286582 18221.0853421757 18222.9319574384 
##           197.04           197.04           197.04           197.04 
## 18223.0270796323 18252.0759896448 18253.1810954636 18254.1106560235 
##           197.04           197.03           197.03           197.03 
## 18257.5692711947 18261.6949417054 18266.6177166643 18270.1050612863 
##           197.03           197.03           197.03           197.03 
## 18272.5059730535 18282.0692758904 18295.3709213929 18308.5026738541 
##           197.03           197.03           197.02           197.02 
##  18318.720372029  18321.327501511 18321.9923179115 18327.4384288982 
##           197.02           197.02           197.02           197.02 
## 18328.4026201507 18328.6958993592  18333.632664094 18337.4609163092 
##           197.02           197.02           197.02           197.02 
## 18340.0468055466 18344.0694441137 18344.6803608362 18364.8314179929 
##           197.02           197.01           197.01           197.01 
## 18371.0572010883 18377.0082614087  18397.199408096 18404.0506886327 
##           197.01           197.01           197.01           197.00 
## 18406.5941755725 18408.2949713939 18409.0373154704 18413.0968199865 
##           197.00           197.00           197.00           197.00 
##  18419.132883475 18432.4765180392 18438.8233946009 18445.7434577469 
##           197.00           197.00           197.00           197.00 
## 18452.0229945076  18452.645570929 18460.6789302181 18463.7221267762 
##           197.00           197.00           196.99           196.99 
## 18463.8836623415 18464.9007746443 18465.2650417156 18476.6191659762 
##           196.99           196.99           196.99           196.99 
## 18489.6525050937 18493.8721754752 18503.7665253641 18506.2886087774 
##           196.99           196.99           196.99           196.99 
## 18519.1624944331    18526.2616906 18529.7980307151 18533.3378276271 
##           196.98           196.98           196.98           196.98 
## 18535.0464516494  18536.698647477 18542.9574510298 18543.4993623544 
##           196.98           196.98           196.98           196.98 
## 18564.3720550886 18570.2853390025 18577.6239689803 18588.3033258179 
##           196.98           196.98           196.97           196.97 
## 18589.0311597371 18592.0839195824 18593.2226360137  18607.213192974 
##           196.97           196.97           196.97           196.97 
## 18608.6562970544 18608.9408738496 18610.1241518364 18621.4249227401 
##           196.97           196.97           196.97           196.97 
## 18622.4447955566 18626.1493120285  18628.696825147 18630.0578579703 
##           196.97           196.97           196.96           196.96 
## 18655.5418921849 18664.8442969753 18666.5636377044 18668.3638263308 
##           196.96           196.96           196.96           196.96 
## 18677.2792220491 18678.9508108886 18682.2771386419 18711.0646621368 
##           196.96           196.96           196.96           196.95 
## 18730.8136533427 18736.1909016844 18742.9252223898 18743.2224936202 
##           196.95           196.95           196.94           196.94 
## 18752.2696770356  18752.576402797 18753.2117636583 18767.6566818135 
##           196.94           196.94           196.94           196.94 
##  18767.941634605 18821.3896124734 18844.0370306059 18846.6349131965 
##           196.94           196.93           196.93           196.93 
## 18852.1229787964 18857.0584972527 18862.6730543568 18869.2120898206 
##           196.93           196.92           196.92           196.92 
## 18877.4938954116 18881.7951776453 18894.8523936907 18907.6428407055 
##           196.92           196.92           196.92           196.92 
## 18908.6282577313 18909.8460058594 18939.6164606837  18939.936654881 
##           196.92           196.92           196.91           196.91 
## 18949.9755394515 18964.0922555658 18966.3630465812 18969.8248883044 
##           196.91           196.91           196.91           196.90 
## 18975.6434949986 18976.2330761373 18979.9816919974 18982.9537630196 
##           196.90           196.90           196.90           196.90 
## 18989.3167682428 18998.3468229914 19002.3146637915 19003.9638990144 
##           196.90           196.90           196.90           196.90 
## 19015.4682748661 19019.2795046918 19024.4855312793 19024.6886706088 
##           196.90           196.90           196.90           196.90 
## 19026.0173286853 19026.6728415987 19030.7168755755 19037.4626375091 
##           196.89           196.89           196.89           196.89 
## 19038.9019037851 19044.6800712126 19073.2595945615 19089.9485574165 
##           196.89           196.89           196.89           196.88 
## 19096.8223694759 19100.0871239762 19105.0149028733  19113.011912329 
##           196.88           196.88           196.88           196.88 
## 19115.7218611067 19116.0120841231 19118.0502991834 19126.2985372447 
##           196.88           196.88           196.88           196.88 
## 19129.4583654402 19130.9615314329 19148.2247440602 19155.7275608177 
##           196.88           196.88           196.87           196.87 
## 19156.1231323955 19168.5267731343  19174.593250227 19185.7918771489 
##           196.87           196.87           196.87           196.87 
## 19197.1055148877 19207.3117711854 19214.1863567687 19216.6830901717 
##           196.86           196.86           196.86           196.86 
## 19224.9862801097 19231.0332904587 19231.6817492148 19236.0124949261 
##           196.86           196.86           196.86           196.86 
## 19237.9496764914 19240.0582015602  19258.803073279 19259.1939366229 
##           196.86           196.86           196.85           196.85 
##  19271.903123469 19272.7044809529 19283.4020510837 19289.3614527475 
##           196.85           196.85           196.85           196.85 
## 19290.5680676328 19309.5704543705 19310.0620106098 19323.6772502047 
##           196.85           196.85           196.85           196.84 
## 19330.0357649759 19331.1940423265 19336.6080733558 19343.1495114014 
##           196.84           196.84           196.84           196.84 
## 19345.7913318744 19345.9224752564 19359.4288162942 19378.3590672142 
##           196.84           196.84           196.84           196.83 
## 19384.0374315253 19393.4698619376 19397.3238888934 19399.2219720767 
##           196.83           196.83           196.83           196.83 
## 19410.2337628992 19412.1127226137 19417.7672085186 19436.5035415998 
##           196.83           196.83           196.83           196.82 
## 19451.7676028353 19457.6394811053 19460.3828189876 19460.3981312321 
##           196.82           196.82           196.82           196.82 
## 19468.7900953899 19471.4654375958 19472.6243284964 19486.1911121509 
##           196.82           196.82           196.82           196.81 
## 19486.8818391285 19496.8485919233 19500.3499833592  19502.538967194 
##           196.81           196.81           196.81           196.81 
## 19505.2969447506 19516.8980422006 19517.7247991176 19523.1248646893 
##           196.81           196.81           196.81           196.81 
## 19530.4738191606 19534.4216484996 19549.4993412883 19550.2996804822 
##           196.81           196.81           196.80           196.80 
## 19555.7650515669 19557.9937243692 19572.1470797561   19575.47536272 
##           196.80           196.80           196.80           196.80 
## 19576.5303811292 19579.3895457537 19583.0573494143 19598.8607397257 
##           196.80           196.80           196.80           196.79 
## 19605.0295747385 19607.7549191725 19617.3084936812 19620.5453286122 
##           196.79           196.79           196.79           196.79 
## 19621.3251054792 19635.5882547407 19639.7960022804 19642.3944210523 
##           196.79           196.79           196.79           196.79 
## 19646.2334192332 19657.8433149978 19663.4694280437 19663.7913119498 
##           196.79           196.78           196.78           196.78 
## 19666.9927915053 19671.3512293396 19672.4872131772  19677.892465552 
##           196.78           196.78           196.78           196.78 
## 19679.0626702131 19692.4643937221  19693.906772158 19713.4115210137 
##           196.78           196.78           196.78           196.77 
## 19713.5043683298 19731.7491813125 19743.1484164946 19746.4932508193 
##           196.77           196.77           196.77           196.77 
## 19764.6274449733  19781.610600183 19789.6360799783  19790.856926297 
##           196.77           196.76           196.76           196.76 
##  19793.971867285 19797.1085429174 19806.4113032293 19808.5377663025 
##           196.76           196.76           196.76           196.76 
## 19821.3383730943  19835.980770127 19850.1828922949 19859.6764758039 
##           196.76           196.75           196.75           196.75 
## 19862.8112573981 19871.7884483059 19872.8548539075 19873.3009179707 
##           196.75           196.75           196.75           196.75 
##  19887.769825853 19892.3889139168 19894.1475934388 19900.4078378517 
##           196.74           196.74           196.74           196.74 
## 19902.8238238166  19905.436547736 19909.5417322924 19909.9388491141 
##           196.74           196.74           196.74           196.74 
## 19911.2248998386 19919.3245888187 19932.5852252551 19942.2732181848 
##           196.74           196.74           196.74           196.73 
## 19944.5731116033 19945.3683059619 19946.2646652382 19947.4344745073 
##           196.73           196.73           196.73           196.73 
## 19947.9241784101 19952.3094700282 19954.5755539456 19955.7105419233 
##           196.73           196.73           196.73           196.73 
##  19966.744696524 19968.6778351423 19970.4342944778 19981.3151875618 
##           196.73           196.73           196.73           196.73 
## 19988.6492618691  19991.239149049 19998.8590186801 20003.4976805052 
##           196.73           196.73           196.72           196.72 
## 20004.7336275511 20006.2291088797 20008.1349573868 20012.1729759034 
##           196.72           196.72           196.72           196.72 
## 20015.3981059345 20019.2612148261 20038.7964169294 20044.2062523197 
##           196.72           196.72           196.72           196.72 
## 20049.2420992133 20060.0787272012 20063.4903271723 20067.1053281071 
##           196.72           196.71           196.71           196.71 
## 20067.5727888197 20070.5677919211 20081.5379544661 20081.7453623956 
##           196.71           196.71           196.71           196.71 
## 20098.1995179777 20106.1068395902 20109.0262703787 20111.2259476828 
##           196.71           196.71           196.70           196.70 
## 20111.8212559222   20113.89756847 20115.7335878854 20116.9111030527 
##           196.70           196.70           196.70           196.70 
## 20117.3590610392 20122.1925637575 20129.3587920857 20129.9788197912 
##           196.70           196.70           196.70           196.70 
##  20134.398340672 20139.4303470855 20143.0652617551 20149.1796733481 
##           196.70           196.70           196.70           196.70 
##  20155.434469372 20156.5786232912 20162.0186178669 20169.3442519304 
##           196.70           196.70           196.70           196.69 
## 20185.5871556526   20185.67622898 20197.2476677385 20214.2165517046 
##           196.69           196.69           196.69           196.69 
## 20215.6328492846 20215.6975169419 20225.6429226288 20226.2879448267 
##           196.69           196.69           196.68           196.68 
## 20227.6437830213 20229.1081502632 20230.1255769518 20231.5176454797 
##           196.68           196.68           196.68           196.68 
## 20243.0881951113 20247.2010293338 20256.3530658536  20259.725850302 
##           196.68           196.68           196.68           196.68 
## 20260.4036921563 20269.7312797558 20278.3382716196 20278.3829849381 
##           196.68           196.68           196.67           196.67 
## 20279.7010382093 20283.7836285807 20287.3597704167 20288.2355694687 
##           196.67           196.67           196.67           196.67 
## 20311.4024662903 20316.4266846693 20320.1084526734 20321.2294043271 
##           196.67           196.67           196.67           196.67 
## 20325.7021310796 20333.0794952174 20335.6765095855  20339.016869904 
##           196.67           196.67           196.66           196.66 
## 20375.6682736942 20384.7730963712 20389.5938157474 20401.1024614714 
##           196.66           196.66           196.66           196.65 
## 20406.9276715005  20408.485598281 20411.6643807141 20412.2839077807 
##           196.65           196.65           196.65           196.65 
## 20416.6510300176 20416.8409961907 20417.2644159251 20418.8899258183 
##           196.65           196.65           196.65           196.65 
## 20425.7664904328 20430.9066967121  20434.105735194 20438.2246900842 
##           196.65           196.65           196.65           196.65 
##  20442.615014305 20443.1350549036 20447.4901315648 20453.8165013139 
##           196.65           196.65           196.64           196.64 
## 20461.2527102199 20461.7590433301 20464.7726943875 20465.5886091625 
##           196.64           196.64           196.64           196.64 
## 20472.8745879352 20474.8208239728 20478.7859567046 20481.6420708316 
##           196.64           196.64           196.64           196.64 
## 20487.9238254067 20497.8222249417 20503.4300546017 20506.6984176018 
##           196.64           196.64           196.64           196.63 
## 20509.3319615937 20511.3692403224 20511.6208319181  20518.555432652 
##           196.63           196.63           196.63           196.63 
## 20526.0497054209  20526.306835103 20526.6661555636 20555.5595722516 
##           196.63           196.63           196.63           196.63 
## 20555.9654888031 20557.2404317522  20561.694730733 20562.5133908909 
##           196.63           196.63           196.62           196.62 
## 20567.1459303686 20571.8457084436 20574.3642579932 20575.5731596079 
##           196.62           196.62           196.62           196.62 
##  20590.712114138 20592.2589421264 20593.9337177504 20596.3912309537 
##           196.62           196.62           196.62           196.62 
##   20626.51593731 20642.5887202327 20661.4110627304 20666.4101420531 
##           196.61           196.61           196.61           196.61 
## 20666.4531594712 20682.7317424549 20709.2797621545 20724.9303593067 
##           196.61           196.60           196.60           196.60 
## 20743.3484042241 20769.5196358647 20784.5678601557  20791.318980747 
##           196.59           196.59           196.59           196.58 
## 20827.9175784638 20827.9838435885 20834.2942783451 20849.1907373767 
##           196.58           196.58           196.58           196.57 
## 20852.7644961685  20855.272321145  20857.908219266 20862.4558705434 
##           196.57           196.57           196.57           196.57 
## 20864.3404654491 20868.3312189988  20868.627979307 20877.5348409043 
##           196.57           196.57           196.57           196.57 
## 20886.7865627342 20894.4004931408 20911.9046660621 20919.0514341803 
##           196.57           196.57           196.56           196.56 
## 20920.2515610214 20922.1544633742 20933.5127496661 20944.6208144132 
##           196.56           196.56           196.56           196.56 
## 20965.4783088536 20967.8406096709  20976.791777633 20988.0878056799 
##           196.55           196.55           196.55           196.55 
## 20988.4294096927 20992.2816773653 21021.4182591706 21022.8350298754 
##           196.55           196.55           196.54           196.54 
##  21030.234531025 21035.1068552158 21038.4426126734 21043.6269291101 
##           196.54           196.54           196.54           196.54 
## 21044.2026629225 21046.4485168714 21051.2569066548 21051.3653762888 
##           196.54           196.54           196.54           196.54 
## 21065.6636584482 21078.8871664415 21079.6062064613 21082.8520442812 
##           196.54           196.53           196.53           196.53 
## 21093.2174086642 21093.9322047262 21103.3031882411 21111.6641041209 
##           196.53           196.53           196.53           196.53 
## 21136.2867641593 21144.9752578471 21148.2419047307 21153.3228268483 
##           196.52           196.52           196.52           196.52 
## 21157.1797289777 21160.0897386445 21162.7267349032 21165.5906487394 
##           196.52           196.52           196.52           196.52 
## 21167.5000989688 21174.4084804662  21179.762587875 21190.1549428979 
##           196.52           196.52           196.52           196.51 
## 21208.6182851918 21214.3705148156 21217.1585955685 21218.7028711902 
##           196.51           196.51           196.51           196.51 
## 21226.6655480848 21229.0833134936 21230.4314092051 21250.9356337127 
##           196.51           196.51           196.51           196.50 
##  21273.457066428 21280.2465587227 21289.1795934092 21292.8287546212 
##           196.50           196.50           196.50           196.50 
## 21293.8897542458 21295.7498787089 21299.3186573351 21314.8697893121 
##           196.50           196.50           196.50           196.49 
## 21316.5067284016 21318.9616851051 21319.7943967664 21361.1970528508 
##           196.49           196.49           196.49           196.48 
## 21366.2835979862 21379.9639274064 21391.1625439941 21400.0164964537 
##           196.48           196.48           196.48           196.48 
## 21403.0020481947 21407.6142871507 21410.3196236643 21417.5936145058 
##           196.48           196.48           196.48           196.47 
## 21440.7388482845 21443.2647487556 21453.3346619721 21456.6044217551 
##           196.47           196.47           196.47           196.47 
## 21460.8381596378 21463.0591884301 21467.9508659829 21470.2783054133 
##           196.47           196.47           196.47           196.47 
## 21485.1531951911 21495.5375576786 21496.7451360293 21504.1388209703 
##           196.46           196.46           196.46           196.46 
## 21530.3162305634 21532.5192320804 21536.2246874454 21542.8300324295 
##           196.45           196.45           196.45           196.45 
## 21543.7266010973 21558.3087411463 21568.4287790359 21573.7475711139 
##           196.45           196.45           196.45           196.45 
## 21575.2452207598 21607.4832382386 21610.5812969235 21616.6338551837 
##           196.45           196.44           196.44           196.44 
##   21626.49759454 21626.5631185265 21633.7217265188 21667.8687413264 
##           196.44           196.44           196.44           196.43 
## 21670.5698913842 21670.5936633419  21671.278302246 21675.6828664286 
##           196.43           196.43           196.43           196.43 
## 21682.7547707913 21687.4734542933 21688.6169426903 21689.6342972432 
##           196.43           196.43           196.43           196.43 
## 21696.0032423227 21707.4922577488 21708.9492863786 21709.6477089573 
##           196.43           196.42           196.42           196.42 
## 21715.7744086749 21716.4236923002 21728.8212952965 21733.8280435816 
##           196.42           196.42           196.42           196.42 
## 21736.3733241497 21736.9817985207 21752.0297132667 21759.3639294016 
##           196.42           196.42           196.42           196.41 
## 21762.6141458779 21768.6407438184 21776.1701744936 21776.5944550225 
##           196.41           196.41           196.41           196.41 
## 21783.6510333634  21790.010896467 21802.7448979289 21807.4001313037 
##           196.41           196.41           196.41           196.41 
## 21809.7098342959 21815.0741479055 21820.2958750843 21823.0942561063 
##           196.41           196.40           196.40           196.40 
## 21829.2731484626 21839.6959563905  21852.437944482 21856.1452125834 
##           196.40           196.40           196.40           196.40 
## 21856.9886280058 21857.8388893413 21862.7536090129 21871.7851725781 
##           196.40           196.40           196.40           196.39 
## 21871.8387000425  21875.216396737 21879.7042078911 21884.5385145885 
##           196.39           196.39           196.39           196.39 
## 21885.5037844379 21891.6771585726 21895.2857006341 21910.7635698302 
##           196.39           196.39           196.39           196.39 
## 21919.4701626121 21919.5934350955 21923.8740851772 21937.4715690281 
##           196.39           196.39           196.39           196.38 
## 21944.6418296676 21948.3253623375 21961.5269170624 21963.4760033756 
##           196.38           196.38           196.38           196.38 
## 21979.0316707822 21983.5590725611 21989.7674411593 21995.0680675569 
##           196.38           196.37           196.37           196.37 
## 22005.4365500061 22013.9649050096 22018.4174407753 22022.6262166589 
##           196.37           196.37           196.37           196.37 
## 22025.6966062027 22034.9545956385 22038.5116208449 22052.0346189817 
##           196.37           196.37           196.37           196.36 
## 22053.0102621427 22057.0517861819 22057.3791649216 22060.1868716402 
##           196.36           196.36           196.36           196.36 
## 22095.6371636256 22097.4132226796 22112.7463459011  22113.391452034 
##           196.36           196.35           196.35           196.35 
## 22139.8788484707 22159.0180725871 22160.8196622342 22168.3315606769 
##           196.35           196.34           196.34           196.34 
## 22171.3188981771 22174.7811405102 22184.5270325126 22185.7639629563 
##           196.34           196.34           196.34           196.34 
## 22195.2103840136 22198.9294201318  22203.487258877 22207.4702322234 
##           196.34           196.34           196.34           196.34 
## 22207.4828654698 22210.6130832855 22229.2300895474 22234.6967375206 
##           196.34           196.33           196.33           196.33 
## 22244.2182358907 22256.9503645938 22274.3683716308 22277.6260218373 
##           196.33           196.33           196.32           196.32 
## 22289.7270860894 22291.4185773143 22296.0596523944 22305.5674137414 
##           196.32           196.32           196.32           196.32 
## 22308.8217288012 22316.3982836371 22326.8920457187 22329.7400794385 
##           196.32           196.32           196.31           196.31 
## 22330.4667873111 22331.2378764976 22337.4483929672 22372.3032667712 
##           196.31           196.31           196.31           196.31 
##  22374.824909706 22377.2729499167 22387.3157527548 22389.3804856054 
##           196.31           196.31           196.30           196.30 
## 22390.7955656307 22396.2092538238 22411.0068636444  22418.908188859 
##           196.30           196.30           196.30           196.30 
## 22423.4952072926 22431.0269868892 22440.4010406262 22444.0817773994 
##           196.30           196.30           196.29           196.29 
## 22444.0900677039 22444.5594119983 22445.1733031336 22452.0908078607 
##           196.29           196.29           196.29           196.29 
## 22452.6355666249 22455.6950117511 22462.1132870362 22465.6875565417 
##           196.29           196.29           196.29           196.29 
##  22475.046873481 22475.0929602787 22481.0273182273 22505.5185969294 
##           196.29           196.29           196.29           196.28 
## 22510.9750698624 22511.6926151777  22520.418640022 22523.1245521142 
##           196.28           196.28           196.28           196.28 
## 22523.4335699663 22526.2797532052  22527.681207021 22535.0851583473 
##           196.28           196.28           196.28           196.28 
## 22539.7116145122 22540.7751673636 22543.2562924458 22550.4922642251 
##           196.28           196.28           196.28           196.28 
## 22554.8300874286 22557.6035963949   22557.77957608 22561.5083113986 
##           196.27           196.27           196.27           196.27 
## 22575.1885769323 22577.8189350673  22581.224488236 22585.7888091097 
##           196.27           196.27           196.27           196.27 
## 22603.6494543647 22610.7687134353 22613.2974849929 22619.2399310213 
##           196.27           196.26           196.26           196.26 
##   22624.03418163 22631.6577270693 22644.7663475189  22648.237552797 
##           196.26           196.26           196.26           196.26 
## 22656.7146248111 22665.1385275873 22671.4797612291 22673.0344718994 
##           196.26           196.26           196.25           196.25 
##  22685.684440356 22690.0458709431 22690.2444040702 22709.3860577454 
##           196.25           196.25           196.25           196.25 
## 22710.4583742876  22723.809958995 22746.0616591085 22749.1783520098 
##           196.25           196.24           196.24           196.24 
## 22777.5320694981 22781.3645335691 22802.0399295643 22805.6115048136 
##           196.24           196.23           196.23           196.23 
## 22807.3388514542 22821.2543765666 22824.6994651573  22826.484697454 
##           196.23           196.23           196.23           196.23 
## 22829.1108420694 22829.1232119306 22833.1920415166 22856.7429013099 
##           196.23           196.23           196.23           196.22 
## 22886.9657347502 22888.7880646954 22899.0629143317 22900.1182506424 
##           196.22           196.22           196.21           196.21 
## 22911.6144859714 22912.1895789936 22916.5722417737 22939.1443767059 
##           196.21           196.21           196.21           196.21 
## 22957.6534025446 22958.0099928107 22960.1806438697 22970.9572788605 
##           196.20           196.20           196.20           196.20 
## 22981.7494111228 22982.9274446071 22984.0509514824  22989.351184203 
##           196.20           196.20           196.20           196.20 
## 22989.7963899466 22993.7293503067  23000.723137396 23006.2422232523 
##           196.20           196.20           196.20           196.20 
## 23022.1689453268 23027.3852620193 23027.5497593353 23029.6636135636 
##           196.19           196.19           196.19           196.19 
##  23031.215807156 23037.0768327763 23039.3285053969 23045.7262469721 
##           196.19           196.19           196.19           196.19 
## 23050.3312567446 23051.4418571356 23072.7806982813 23073.0639661446 
##           196.19           196.19           196.18           196.18 
## 23084.0665849678 23087.2176586511 23094.8723935776 23103.4104441288 
##           196.18           196.18           196.18           196.18 
## 23103.6535388271  23104.520386915 23109.8542310939 23112.5044353158 
##           196.18           196.18           196.18           196.18 
## 23114.0318331737 23114.4460756879 23124.5779757139 23129.4601778534 
##           196.18           196.18           196.17           196.17 
## 23129.7480555276 23133.6623529051 23154.0623192005 23158.3890964705 
##           196.17           196.17           196.17           196.17 
## 23172.2815103585 23173.3195296837 23207.0928411917 23220.1206133904 
##           196.17           196.17           196.16           196.16 
## 23234.7889342349 23249.6538342961 23254.0096194587 23257.2088336582 
##           196.15           196.15           196.15           196.15 
## 23259.0124489709    23260.4720047 23264.1099677291 23268.2430811417 
##           196.15           196.15           196.15           196.15 
## 23308.2968770492   23318.18797602 23335.6742061327 23347.1727098848 
##           196.14           196.14           196.14           196.14 
## 23349.4854168341 23372.8826536923 23403.6373043714 23406.8591601455 
##           196.13           196.13           196.13           196.12 
## 23425.3313159808 23432.1097304802   23432.96269428 23433.9017740698 
##           196.12           196.12           196.12           196.12 
## 23441.2671432942 23460.8213806636 23469.2208669321 23493.1208639209 
##           196.12           196.12           196.11           196.11 
## 23495.3074833057 23502.8577952329 23512.8379572291 23514.6366474134 
##           196.11           196.11           196.11           196.11 
## 23517.6810114108 23535.0289007381 23556.9343532733 23558.5547458282 
##           196.11           196.10           196.10           196.10 
## 23564.5796634716 23565.1784044094 23565.7327103703  23567.132875413 
##           196.10           196.10           196.10           196.10 
## 23572.1578020195 23575.9914302469 23580.6572904824 23590.3137123257 
##           196.10           196.09           196.09           196.09 
## 23590.9321286561 23602.1878318338 23603.0654168312 23603.5018700403 
##           196.09           196.09           196.09           196.09 
## 23608.8622389199 23610.5175631684 23614.7029612405 23616.8046226277 
##           196.09           196.09           196.09           196.09 
## 23625.8138861317 23641.4720284262 23641.7025653039 23642.9925966284 
##           196.09           196.08           196.08           196.08 
## 23659.2115198818 23673.1006059876 23683.1101899716 23688.2052233131 
##           196.08           196.08           196.08           196.08 
## 23707.4653042446  23718.552011172 23720.4817304799 23727.0941051988 
##           196.07           196.07           196.07           196.07 
## 23728.2940145621 23734.8462111029  23736.816258284 23748.1839920137 
##           196.07           196.07           196.07           196.06 
## 23774.2582792293 23778.7587185804 23781.3287401559 23783.0995563778 
##           196.06           196.06           196.06           196.06 
## 23793.0313577317 23823.4928877039 23827.2750154029 23828.2076816344 
##           196.06           196.05           196.05           196.05 
## 23829.7928804338 23838.8172614427 23863.7168635121 23873.3782101337 
##           196.05           196.05           196.04           196.04 
## 23879.2267568542 23884.1314786283 23890.8933579434 23894.1360096151 
##           196.04           196.04           196.04           196.04 
## 23898.9744767757 23917.1901461439 23920.2547782236 23926.0788249593 
##           196.04           196.03           196.03           196.03 
## 23930.3745489057 23931.2828331319 23936.2753323121 23951.1059865717 
##           196.03           196.03           196.03           196.03 
## 23961.5045348713 23971.9895189152 23978.1076827325 23985.8644222939 
##           196.03           196.03           196.02           196.02 
##  23989.990150726 24000.5231437972 24008.9920395674 24028.4054057367 
##           196.02           196.02           196.02           196.02 
## 24036.5938267938 24037.5104900374 24041.3262800613 24042.1881600117 
##           196.01           196.01           196.01           196.01 
## 24061.3495957529 24069.3359147042 24070.2636506354 24085.1121402434 
##           196.01           196.01           196.01           196.01 
## 24108.1275505103 24112.1534705246 24145.3857617075  24160.354320974 
##           196.00           196.00           195.99           195.99 
## 24161.2549790258 24167.8428818164  24170.274894475 24172.7033126078 
##           195.99           195.99           195.99           195.99 
## 24196.2644149028 24196.5226787573 24200.3534823925 24207.0816733459 
##           195.99           195.99           195.99           195.98 
## 24207.2980265483 24211.6307702594 24227.9611393419 24244.1119628492 
##           195.98           195.98           195.98           195.98 
## 24246.5035646721 24252.4588243787 24259.7516694739 24266.5178929574 
##           195.98           195.98           195.97           195.97 
## 24282.1547690616  24283.658791141  24293.172662812 24311.9057941319 
##           195.97           195.97           195.97           195.97 
## 24312.0377982607 24316.1633399218 24316.8751458095 24323.8659030459 
##           195.97           195.96           195.96           195.96 
## 24344.9666925697 24352.0660991124 24354.3351749432 24359.4704142129 
##           195.96           195.96           195.96           195.96 
## 24383.7415382147 24387.9680713746 24389.3628851336 24405.2505349528 
##           195.95           195.95           195.95           195.95 
## 24409.0967947718 24412.5035369194 24414.9734849734 24415.0705644456 
##           195.95           195.95           195.95           195.95 
## 24417.8613245015 24435.6420801134 24445.9875395314 24454.7258642259 
##           195.95           195.94           195.94           195.94 
## 24456.1748880976 24463.1374178593 24468.0483903546 24470.2042563359 
##           195.94           195.94           195.94           195.94 
## 24480.6717950075 24497.8739352071 24502.1551461459 24510.5075584007 
##           195.94           195.93           195.93           195.93 
## 24518.5742973591  24531.869440385 24538.4372928685 24539.7131646006 
##           195.93           195.93           195.93           195.93 
## 24548.5982985995 24560.7006060015 24578.4212213106 24590.1259344024 
##           195.92           195.92           195.92           195.92 
## 24600.7606905464 24607.0880984833 24627.8675604689 24634.5524428713 
##           195.91           195.91           195.91           195.91 
## 24642.8123333365 24649.6747478938 24656.2396794446  24678.329289092 
##           195.91           195.91           195.90           195.90 
##  24682.124546316 24683.7235660297 24694.7442052175  24699.523902991 
##           195.90           195.90           195.90           195.90 
## 24709.7288581372 24711.4149273781 24712.9934319311 24723.1062958512 
##           195.90           195.90           195.89           195.89 
## 24741.5349992293 24752.0724597554 24755.9602556728  24767.167109109 
##           195.89           195.89           195.89           195.89 
## 24769.5113937387 24786.0505277217 24789.3547340089 24790.7245994552 
##           195.88           195.88           195.88           195.88 
## 24792.5256226641 24793.4556751127 24814.4858051102 24820.4930912057 
##           195.88           195.88           195.88           195.88 
## 24827.5166408732  24846.141872429 24855.8300423035 24855.9077808123 
##           195.87           195.87           195.87           195.87 
## 24856.6071072113 24856.6332093722 24870.8259412737 24873.6227811338 
##           195.87           195.87           195.87           195.87 
## 24882.6251634948 24897.2866015262  24897.557030423 24905.2845210004 
##           195.87           195.86           195.86           195.86 
##  24909.444009562 24909.7831472217 24912.8797054704 24913.8371658901 
##           195.86           195.86           195.86           195.86 
## 24916.6255850124 24930.1988112159 24964.7777030965 24967.3229977818 
##           195.86           195.86           195.85           195.85 
##  24974.692773773 24978.4831768888 24991.7660205238 25008.5322475648 
##           195.85           195.85           195.85           195.84 
## 25035.2710422679  25039.354695502 25043.5328033571 25046.7986402883 
##           195.84           195.84           195.84           195.84 
## 25058.1602171441 25063.6830133178 25070.0087387663 25100.1314045045 
##           195.83           195.83           195.83           195.83 
## 25107.2086297983 25110.0376263739 25131.6652787661 25137.4276769244 
##           195.83           195.83           195.82           195.82 
## 25142.7337383449 25145.0241247856 25151.4115735005 25172.5857593356 
##           195.82           195.82           195.82           195.81 
## 25175.7541581942 25189.8306215794 25204.6740817039 25208.1518423246 
##           195.81           195.81           195.81           195.81 
## 25222.9560038624 25227.5451533956 25234.4279721055 25236.7013164683 
##           195.81           195.80           195.80           195.80 
## 25253.0790624084 25257.6492862795 25259.7805489619  25274.610304821 
##           195.80           195.80           195.80           195.80 
## 25299.5115574544 25305.1029301757 25319.9138670987 25337.1229631242 
##           195.79           195.79           195.79           195.79 
## 25338.6193421931 25355.9989214376 25363.0165944105 25366.1206868904 
##           195.78           195.78           195.78           195.78 
## 25366.7979048099 25383.7651834425 25394.1047202997 25396.0117823769 
##           195.78           195.78           195.78           195.77 
## 25399.1090056492 25410.8118715574 25412.7097419039 25419.5516551411 
##           195.77           195.77           195.77           195.77 
##   25419.76949819 25422.3385484911 25433.2320953081 25433.4650149265 
##           195.77           195.77           195.77           195.77 
## 25441.0561222929 25456.2749766524 25460.3007927854 25475.8848438926 
##           195.77           195.76           195.76           195.76 
## 25480.9184100096 25484.5084909879 25489.0750255838 25498.3295398809 
##           195.76           195.76           195.76           195.76 
## 25506.9122371449 25508.3869488256 25510.0972982146 25521.8892241758 
##           195.76           195.75           195.75           195.75 
## 25524.8234698925 25541.1527652214 25556.0531280376 25564.7675636806 
##           195.75           195.75           195.75           195.75 
## 25574.0917214284  25583.492008523  25589.610591845 25590.6802441917 
##           195.74           195.74           195.74           195.74 
## 25591.8409841675   25612.14891234 25620.7713651998 25623.3405492567 
##           195.74           195.74           195.74           195.73 
## 25623.8675031277 25626.4810500146 25630.3200369997 25634.5332840347 
##           195.73           195.73           195.73           195.73 
## 25645.0672330175 25648.5694962574 25650.7776431203 25653.6902310447 
##           195.73           195.73           195.73           195.73 
## 25661.3605394691  25668.198954462 25669.7199199167 25672.3119960212 
##           195.73           195.73           195.73           195.73 
## 25680.7173883672  25694.873705517 25696.3209415468 25702.5186730645 
##           195.72           195.72           195.72           195.72 
## 25703.1552008874   25717.93617798 25721.8338661653 25740.4125907411 
##           195.72           195.72           195.72           195.71 
## 25770.0067216567 25780.0590770006 25794.9501899833 25795.6936351192 
##           195.71           195.71           195.70           195.70 
## 25815.3892065397 25815.6090902168  25825.387005077 25833.8517133062 
##           195.70           195.70           195.70           195.70 
## 25838.1284837501 25839.8941037115 25840.5788876713 25842.5812793665 
##           195.70           195.70           195.70           195.70 
##  25863.343244603 25866.1039485823 25868.5987334501 25887.6317221867 
##           195.69           195.69           195.69           195.69 
##  25911.321679537 25918.5679532628  25926.075642581 25927.2654318795 
##           195.68           195.68           195.68           195.68 
## 25937.7114383158 25951.5540356729 25954.0317643208 25959.6138978345 
##           195.68           195.68           195.68           195.68 
## 25969.2151195352 25972.8037506005  25973.326630596 25993.7114057699 
##           195.67           195.67           195.67           195.67 
## 25999.9536694326 26003.1632654559 26004.5288766047 26009.0752593306 
##           195.67           195.67           195.67           195.67 
## 26012.1302777813  26012.488745651  26030.618513624 26034.5281981217 
##           195.67           195.67           195.66           195.66 
## 26062.4472168714 26098.6379563825 26115.6163263764 26124.9314146439 
##           195.66           195.65           195.65           195.65 
##  26132.211811924 26136.3135711959 26138.0976104549 26138.7801906639 
##           195.65           195.64           195.64           195.64 
##   26148.53787267 26177.7895084021 26188.1621735613 26189.6470635159 
##           195.64           195.64           195.64           195.64 
## 26210.1160122227 26215.4011031509 26220.1742141382 26240.4929815009 
##           195.63           195.63           195.63           195.63 
## 26244.0369079543  26262.545482066 26281.2978121291 26296.9483002525 
##           195.63           195.62           195.62           195.62 
## 26307.2984547598 26321.6891945835 26325.8176987464 26351.9037738379 
##           195.61           195.61           195.61           195.61 
## 26362.9650123093 26369.0265699827 26373.4954284172 26376.0622874615 
##           195.60           195.60           195.60           195.60 
## 26392.8636118649 26395.2487780321 26402.7039573475 26408.8817675128 
##           195.60           195.60           195.60           195.60 
##  26420.809564132 26422.0978889055 26436.0333265056  26448.245087468 
##           195.59           195.59           195.59           195.59 
## 26453.0033478203 26472.6918028776 26473.7132389616 26484.5153163741 
##           195.59           195.59           195.59           195.58 
## 26486.1814399634 26489.1147012791 26492.7161808788 26493.0762065282 
##           195.58           195.58           195.58           195.58 
## 26502.5957738206 26532.7372545335 26551.3701046956 26552.9744009839 
##           195.58           195.57           195.57           195.57 
## 26559.3608971485 26559.3804055742 26561.5694913177 26562.4471790062 
##           195.57           195.57           195.57           195.57 
## 26594.3520762778 26595.3735430091 26597.5864473743 26608.9291541066 
##           195.56           195.56           195.56           195.56 
## 26618.0596367757 26631.2128742276 26640.0721877507 26653.7649657176 
##           195.56           195.56           195.56           195.55 
## 26678.3928787385 26686.8479409817 26687.8744833339 26693.7616068457 
##           195.55           195.55           195.55           195.55 
## 26703.8534734583  26716.359707507 26726.7711134062 26730.1926129636 
##           195.54           195.54           195.54           195.54 
##  26730.635333885 26736.0855673688  26738.525360886 26744.2315262742 
##           195.54           195.54           195.54           195.54 
## 26744.3017417427 26755.7188391043 26756.9179998191 26764.4944304094 
##           195.54           195.54           195.54           195.53 
## 26780.6917873317 26804.1094914688 26807.1195118056 26811.2030683756 
##           195.53           195.53           195.53           195.53 
## 26831.6104106879  26843.470364385 26845.6610134751 26848.6298415976 
##           195.52           195.52           195.52           195.52 
## 26849.1947354468 26853.9494931761 26855.1056106479 26865.3737409052 
##           195.52           195.52           195.52           195.52 
## 26880.2200398843 26885.8349381375 26894.1448901902 26895.2579555006 
##           195.51           195.51           195.51           195.51 
## 26912.2284169846 26913.3734857514  26931.243483431 26944.6819190872 
##           195.51           195.51           195.50           195.50 
## 26951.8626530763 26955.3301827065   26964.31718088 26999.3820759202 
##           195.50           195.50           195.50           195.49 
## 27000.1068798653 27001.3353191831 27007.8869057916 27008.0118744691 
##           195.49           195.49           195.49           195.49 
## 27022.7085047958 27025.2069630246 27030.7549992564 27032.1422618595 
##           195.49           195.49           195.49           195.49 
## 27044.9598104527 27045.9299579096 27055.6962608842 27062.0658885193 
##           195.48           195.48           195.48           195.48 
## 27064.4184088168  27071.118618299 27080.2687222118 27088.4764602531 
##           195.48           195.48           195.48           195.48 
## 27109.2396523568 27109.8956091205 27141.3629029435  27150.395399593 
##           195.47           195.47           195.47           195.47 
## 27151.3129023255 27158.6777341009 27159.3843452335 27163.4578756059 
##           195.47           195.46           195.46           195.46 
## 27172.8935729362 27174.6876375646 27179.4048197223 27180.0571892221 
##           195.46           195.46           195.46           195.46 
## 27192.2805606463 27193.3173775301 27197.3024410022 27198.4325907705 
##           195.46           195.46           195.46           195.46 
## 27199.6419926584 27215.9027417099 27218.8219761892 27244.6344695651 
##           195.46           195.45           195.45           195.45 
## 27267.9818609542 27277.5799637385 27283.7806547279  27296.294044952 
##           195.45           195.44           195.44           195.44 
## 27310.0608479416 27312.1683846992 27317.0994442989 27319.5690299464 
##           195.44           195.44           195.44           195.44 
## 27331.3619619278 27336.9626239712 27345.1742880276 27352.3434145065 
##           195.43           195.43           195.43           195.43 
## 27355.9343064845 27357.4567445803 27361.6590661767 27365.1063626295 
##           195.43           195.43           195.43           195.43 
##  27368.014339003 27377.6997757445 27382.7693310334 27402.0199990423 
##           195.43           195.43           195.43           195.42 
## 27405.3162117642 27408.4993324818 27414.8991229379 27417.9980429025 
##           195.42           195.42           195.42           195.42 
## 27418.7810444801  27420.167424582 27430.4417310735 27433.5872941518 
##           195.42           195.42           195.42           195.42 
## 27435.3065608162 27463.6547947009 27468.6817069617  27468.980170109 
##           195.42           195.41           195.41           195.41 
## 27492.3073065878 27509.8934247155 27547.8070563566 27548.6141773381 
##           195.41           195.40           195.40           195.40 
## 27554.3452632401 27558.5425325701  27567.375669681 27577.2136232778 
##           195.40           195.39           195.39           195.39 
## 27622.7462675418 27648.1596534202 27651.6090987283 27653.2351844107 
##           195.38           195.38           195.38           195.38 
## 27662.3971005681 27668.4857194752 27671.5226001099 27682.5074455773 
##           195.38           195.38           195.37           195.37 
##  27687.737646353 27690.4747840369 27700.1219452523 27701.7940546912 
##           195.37           195.37           195.37           195.37 
## 27716.3387233003  27733.713098892 27752.0002395638 27768.3828701335 
##           195.37           195.36           195.36           195.36 
## 27771.0801335194 27776.1802572791 27776.9010516934 27784.0484839693 
##           195.36           195.36           195.36           195.35 
##  27795.732040941 27824.1904833748 27834.2176963405 27840.6942100944 
##           195.35           195.35           195.35           195.34 
## 27849.1420882232 27852.0974386616 27859.7483063633 27867.4867569399 
##           195.34           195.34           195.34           195.34 
## 27881.5044073984 27884.4342516896 27912.9082626705 27919.7706657531 
##           195.34           195.34           195.33           195.33 
## 27931.2084020948 27948.5894454311 27951.6130700269 27959.9261609142 
##           195.33           195.33           195.33           195.32 
## 27959.9878730123 27965.0721459284 27971.8918061451 27977.6732082385 
##           195.32           195.32           195.32           195.32 
## 27979.7362222547 27981.0911901959 27983.1794220317 28001.1181788031 
##           195.32           195.32           195.32           195.32 
## 28049.6462831663 28062.6418920404 28086.8734976467 28099.0387292598 
##           195.31           195.31           195.30           195.30 
## 28102.7566250467 28105.9648871106 28135.0768379584 28140.7681545115 
##           195.30           195.30           195.29           195.29 
## 28141.2164972166 28149.0526850474 28149.4117916229  28165.872560417 
##           195.29           195.29           195.29           195.29 
## 28170.8851013662 28174.6205162508 28184.9005269664 28194.4526464939 
##           195.29           195.29           195.28           195.28 
## 28224.7741784943 28232.0184064596 28234.9068571562 28263.3106380658 
##           195.28           195.28           195.28           195.27 
## 28263.8037202968 28266.7551066084 28273.6032434375 28278.7892756341 
##           195.27           195.27           195.27           195.27 
## 28292.7803184322 28301.5169485488 28311.2918422108 28315.4377769419 
##           195.27           195.26           195.26           195.26 
## 28327.1673381644 28334.4919374665   28338.66404003 28338.9814605661 
##           195.26           195.26           195.26           195.26 
##  28357.942773948  28388.004886737 28390.8913582763 28391.9981854218 
##           195.25           195.25           195.25           195.25 
## 28392.4249762019 28398.5541963724 28407.6610258847 28415.1843469364 
##           195.25           195.25           195.25           195.24 
## 28415.5758321406 28460.2033969124 28474.2025803626 28487.7085978243 
##           195.24           195.24           195.23           195.23 
## 28492.1705091364 28499.1073279735 28504.9975077565 28508.2169286128 
##           195.23           195.23           195.23           195.23 
## 28508.6377995939 28544.6162869804 28545.3554327859 28553.5594577428 
##           195.23           195.22           195.22           195.22 
##  28584.175809707 28608.0520763725  28612.266106918 28628.1518564375 
##           195.21           195.21           195.21           195.21 
## 28630.9544157166 28633.8463849574 28652.1433037333 28653.4723417489 
##           195.21           195.21           195.20           195.20 
## 28689.5957776829   28697.00482707 28698.7299648987 28702.9523802251 
##           195.20           195.19           195.19           195.19 
## 28703.7511400907 28722.1758468669 28723.6176265638 28748.6877390461 
##           195.19           195.19           195.19           195.19 
## 28749.7165435282 28760.0068440838 28767.7574225706 28779.6500110336 
##           195.18           195.18           195.18           195.18 
## 28780.3404316327 28790.5476846613 28791.6144162295 28827.3601856291 
##           195.18           195.18           195.18           195.17 
## 28837.3304012791 28862.2571698188 28864.9102806917 28894.4769699215 
##           195.17           195.17           195.16           195.16 
## 28897.4915274015 28909.2902841531 28912.2022010168 28915.6432235249 
##           195.16           195.16           195.16           195.16 
## 28918.4199530772 28919.8117752605 28954.8010120555 28966.5693268439 
##           195.16           195.16           195.15           195.15 
## 28970.0876058573 28979.7676010817 28988.7023433206 28990.2978470671 
##           195.15           195.14           195.14           195.14 
## 28990.7878822224 29000.5897119255 29009.0108210133 29032.7811034741 
##           195.14           195.14           195.14           195.14 
## 29045.2611381128 29046.0835152312 29057.2276174895 29072.0381208627 
##           195.13           195.13           195.13           195.13 
## 29072.1696542146 29091.2071007486 29122.6969969326 29123.7083038083 
##           195.13           195.12           195.12           195.12 
## 29136.3386768054 29136.8146238697  29169.720783491 29189.1367209076 
##           195.12           195.12           195.11           195.11 
## 29213.6203862088 29228.3346834928 29252.5011116665 29258.7381359196 
##           195.10           195.10           195.10           195.10 
## 29263.5540689817 29298.0742615791 29298.3594915512 29299.1233527876 
##           195.09           195.09           195.09           195.09 
## 29307.1289445804  29313.783352935 29317.1424400718  29322.740697203 
##           195.09           195.09           195.09           195.08 
## 29331.2366329032  29339.929268454 29342.7097558948 29344.8444764861 
##           195.08           195.08           195.08           195.08 
## 29368.6741840522 29370.2641838189  29381.936405108 29382.3352583424 
##           195.08           195.08           195.07           195.07 
## 29411.6286451203  29426.473780195 29432.2082511043 29433.4237839853 
##           195.07           195.07           195.06           195.06 
## 29461.0237702005 29477.7643989219 29483.6018538998 29493.4229674095 
##           195.06           195.06           195.06           195.05 
## 29496.9101574473 29508.4928139997 29513.8048595529 29532.6150034644 
##           195.05           195.05           195.05           195.05 
## 29533.6088261176 29534.6902917535 29542.3381653355 29549.6588229162 
##           195.05           195.05           195.05           195.04 
## 29551.3341477723 29565.7111079421 29567.6989293753 29568.5358520181 
##           195.04           195.04           195.04           195.04 
## 29614.3487900811 29616.4928693229 29644.8136059698 29690.9171579252 
##           195.03           195.03           195.03           195.02 
## 29706.2342242714 29721.9116303501 29743.8225952345 29772.0192474496 
##           195.02           195.01           195.01           195.01 
## 29778.3578769543 29808.2369044406 29818.0950421134 29827.7939692543 
##           195.00           195.00           195.00           195.00 
## 29846.7190567121 29860.2757770163 29879.0601461059  29917.820209045 
##           194.99           194.99           194.99           194.98 
## 29956.3630175897 29957.1912153997 29983.1160070365 29985.2498805967 
##           194.97           194.97           194.97           194.97 
## 29999.9870053577 30013.7007485032 30021.2570785221 30031.8391813162 
##           194.97           194.96           194.96           194.96 
## 30037.2216246519 30042.9285064266 30045.3677414347 30050.4394464515 
##           194.96           194.96           194.96           194.96 
## 30168.6065964991 30191.6924569484 30204.5467350655 30210.2503673701 
##           194.94           194.93           194.93           194.93 
## 30211.8329908551 30220.6124864089 30235.1708031344 30245.9569748408 
##           194.93           194.93           194.92           194.92 
##  30249.170845011 30253.8511025794 30268.4212718645 30280.7885930261 
##           194.92           194.92           194.92           194.92 
## 30284.4948691394 30301.8566743972 30307.2176749942 30308.2311805765 
##           194.92           194.91           194.91           194.91 
## 30348.2436507032  30362.683947904 30379.3594407035 30396.9046188083 
##           194.90           194.90           194.90           194.90 
## 30412.3723312613 30430.2117521533 30434.2691184066 30453.6231855221 
##           194.89           194.89           194.89           194.89 
## 30468.6418264806 30471.9290975361 30524.0937906308 30565.5783910845 
##           194.88           194.88           194.87           194.87 
##  30566.767504054 30569.8105511719 30573.0663150297  30575.357138474 
##           194.87           194.86           194.86           194.86 
##  30575.946902389 30579.3710665914 30586.5926633082 30592.5488310597 
##           194.86           194.86           194.86           194.86 
## 30594.2806747366 30606.2235932089 30610.0479004165 30616.6151488537 
##           194.86           194.86           194.86           194.86 
## 30630.7599391743 30646.8152754219 30656.1631130276 30660.2096664946 
##           194.85           194.85           194.85           194.85 
## 30681.1202579398  30684.211642415 30722.2982326494 30733.5038376123 
##           194.85           194.84           194.84           194.84 
## 30739.6890854019 30759.6814401909  30797.519998954 30809.7057042772 
##           194.84           194.83           194.82           194.82 
## 30823.7304901234 30846.5854741233 30854.8304684226 30862.7844585321 
##           194.82           194.82           194.81           194.81 
## 30879.0266843589 30897.9900392578 30914.1115790076 30927.3942820892 
##           194.81           194.81           194.80           194.80 
## 30939.0232137832 30944.3635912427 30950.6810998215 30969.0475932808 
##           194.80           194.80           194.80           194.79 
## 30980.6007867889 30988.9730193786 30989.9484145183 31017.2394176617 
##           194.79           194.79           194.79           194.79 
## 31040.8844943486  31044.738180026 31056.5787823247 31062.3719148457 
##           194.78           194.78           194.78           194.78 
## 31073.0313379886 31080.4320756362 31081.7352643109 31085.0834334038 
##           194.78           194.78           194.77           194.77 
## 31101.6842769064 31114.6356525847  31114.820836331 31125.7404339405 
##           194.77           194.77           194.77           194.77 
## 31130.2126424953 31144.7031242029 31145.1107387146 31150.5134211624 
##           194.77           194.76           194.76           194.76 
## 31151.6151790319 31155.5402183053 31155.9888200874 31157.1101670537 
##           194.76           194.76           194.76           194.76 
## 31161.3683876993  31177.133368776 31251.6437328845 31292.1277036749 
##           194.76           194.76           194.74           194.74 
## 31295.9024095097 31315.6143871585 31320.2455878311 31321.0824263096 
##           194.74           194.73           194.73           194.73 
## 31344.4603943699 31350.2757654794 31359.3864556634 31369.5416407831 
##           194.73           194.73           194.73           194.72 
##  31409.063978837 31414.5258053407 31421.1444954795  31421.731633221 
##           194.72           194.72           194.72           194.72 
## 31429.3790292488 31461.1967599705  31528.948689977 31548.0064636959 
##           194.71           194.71           194.70           194.69 
## 31561.9555302098 31598.5363767428 31606.3488262981  31617.075414966 
##           194.69           194.68           194.68           194.68 
## 31620.1907855826 31659.9627445423 31683.8645933276 31725.4877656977 
##           194.68           194.67           194.67           194.66 
## 31749.9243962038 31795.6256062632 31871.2912388376 31883.0103065336 
##           194.66           194.65           194.64           194.63 
## 31903.3998115322 31920.5846944967  31935.690705113 31965.3640407779 
##           194.63           194.63           194.62           194.62 
## 31974.4816313199 31977.3701368209   31991.95874665 32000.1789362989 
##           194.62           194.62           194.61           194.61 
## 32000.8439113861 32018.2896312132 32033.3320188573 32037.6054705218 
##           194.61           194.61           194.61           194.61 
## 32040.5056694368 32071.1793693836 32079.7748152039 32092.0583840432 
##           194.61           194.60           194.60           194.60 
## 32102.1907052522 32105.2871154118 32112.5698735271 32129.9963073875 
##           194.60           194.59           194.59           194.59 
## 32144.7999336183 32150.9793928329  32156.819438955 32160.5339234497 
##           194.59           194.59           194.59           194.59 
## 32161.8400904827 32170.0691600962 32182.2623177984  32210.816300635 
##           194.58           194.58           194.58           194.58 
## 32237.2454329823 32238.0777824896 32241.0796143237 32251.3596484583 
##           194.57           194.57           194.57           194.57 
## 32269.5049381204 32328.5382641938 32328.7148115751 32333.8415422196 
##           194.57           194.56           194.56           194.55 
##  32349.102377707 32358.5385950716 32405.4138607089 32415.7336238446 
##           194.55           194.55           194.54           194.54 
## 32423.4626851086 32452.6144091439 32471.4563235027 32496.6402162724 
##           194.54           194.53           194.53           194.53 
##  32528.115614331 32555.8525370737 32568.1535002918 32571.0545177056 
##           194.52           194.52           194.51           194.51 
## 32595.1202435222 32600.4294060581 32602.3400842342 32617.1246035876 
##           194.51           194.51           194.51           194.50 
##  32619.312974501 32651.8027643387 32653.9103602676  32680.977991229 
##           194.50           194.50           194.50           194.49 
## 32704.5692857706 32740.5646611937 32742.1873326586 32751.9289627299 
##           194.49           194.48           194.48           194.48 
## 32768.2279661765 32775.6325849781 32808.3075031663 32821.8500909806 
##           194.48           194.48           194.47           194.47 
## 32833.4311685158 32858.4830964626 32865.5095253735 32869.4744077092 
##           194.47           194.46           194.46           194.46 
## 32872.3805657799 32873.8200217157 32875.1920573598 32882.1559430124 
##           194.46           194.46           194.46           194.46 
## 32886.5288985909 32898.7493677353 32910.5251822548  32911.929716773 
##           194.46           194.46           194.45           194.45 
## 32916.3314778355 32946.5675178187 32951.3163686469 32981.2394564885 
##           194.45           194.45           194.45           194.44 
## 32981.2583772158 33013.4797743492 33037.3533865497 33046.7276058179 
##           194.44           194.44           194.43           194.43 
## 33080.5888254503 33092.6693529876 33095.3895967533 33123.4429796103 
##           194.42           194.42           194.42           194.42 
## 33153.8129755805 33155.5782183123 33173.4994093615 33197.1505268515 
##           194.41           194.41           194.41           194.40 
## 33219.0745454325 33223.5815287499 33244.5555969906 33245.6305872951 
##           194.40           194.40           194.39           194.39 
## 33266.5715751629 33306.0125376597 33315.9470816439 33337.1096494329 
##           194.39           194.38           194.38           194.38 
##  33347.971098359 33357.5158628842 33360.1707216473 33364.9181228795 
##           194.38           194.37           194.37           194.37 
## 33365.3154156343 33424.7686784948 33431.6711220534 33455.2409948232 
##           194.37           194.36           194.36           194.36 
##  33462.034220705 33473.1125183584 33653.7619633927 33662.3890503183 
##           194.36           194.35           194.32           194.32 
## 33681.3301401834 33737.2885243452 33744.1668069655 33773.1070608139 
##           194.32           194.31           194.31           194.30 
## 33784.8262298012 33786.7163092011 33798.1089555945 33809.2247007378 
##           194.30           194.30           194.30           194.30 
## 33820.6457596666 33843.6194470352 33892.2459506864 33897.0682016569 
##           194.29           194.29           194.28           194.28 
## 33918.0408234781 33933.7098520302 33954.4354708409 33991.6515668705 
##           194.28           194.27           194.27           194.26 
## 34006.4207331358 34006.7687453133 34094.0571774378 34132.0679786814 
##           194.26           194.26           194.25           194.24 
## 34157.1844735778 34160.9251435213 34184.3084018893 34226.0721265743 
##           194.23           194.23           194.23           194.22 
## 34250.1639249616 34261.9858894973 34265.8305814738  34277.760399692 
##           194.22           194.22           194.21           194.21 
## 34298.1529414911 34314.0870911773 34353.8397251988 34355.6184268324 
##           194.21           194.21           194.20           194.20 
## 34359.4007970424 34370.1971132997 34383.5976388336 34406.7764457473 
##           194.20           194.20           194.19           194.19 
## 34415.8531458731 34440.7734335139 34446.7822621457 34451.9842140132 
##           194.19           194.18           194.18           194.18 
## 34456.8011323141 34510.7529952627 34535.5538500435 34538.5440377385 
##           194.18           194.17           194.17           194.17 
## 34558.4026673497 34565.7016902652 34573.6787857244 34585.0896069508 
##           194.16           194.16           194.16           194.16 
## 34591.6781481183 34596.0018717407 34675.8628454173 34698.6211604499 
##           194.16           194.16           194.14           194.14 
## 34702.4178480443 34727.4085640737 34768.9334199061 34793.8533059192 
##           194.14           194.13           194.13           194.12 
## 34798.2525868031 34808.4427799682 34816.4445376799 34822.8163427774 
##           194.12           194.12           194.12           194.12 
## 34864.4278934847 34865.3246335843 34865.3576815747 34873.9345228707 
##           194.11           194.11           194.11           194.11 
## 34920.0393478345  34933.784401356 34971.8074826268 34989.0470805222 
##           194.10           194.10           194.09           194.09 
## 35001.1447915766 35018.3256000263   35021.77409655 35044.3712802971 
##           194.09           194.08           194.08           194.08 
## 35055.6164898922 35056.2322337289  35086.396962955 35200.7988338764 
##           194.08           194.08           194.07           194.05 
## 35216.3859701736  35216.534274067 35229.0770016707 35254.0260465955 
##           194.05           194.05           194.05           194.04 
## 35263.6123992581 35273.9762292274 35278.6817427457 35289.2371102066 
##           194.04           194.04           194.04           194.03 
##  35343.628580103 35344.6580470059 35370.7355152243 35381.6707587249 
##           194.03           194.03           194.02           194.02 
## 35418.7350399026 35434.2800620004 35439.6878401021 35455.7096121539 
##           194.01           194.01           194.01           194.01 
## 35477.7666434694 35558.7316472448  35606.440176808 35633.2685107376 
##           194.00           193.99           193.98           193.97 
## 35643.1812077599 35680.0678774288  35701.155320153 35729.6927086303 
##           193.97           193.97           193.96           193.96 
## 35775.7933957219 35793.7577867437 35800.6992731764 35804.2926134041 
##           193.95           193.95           193.94           193.94 
## 35883.7801103225 35899.2803088328 35902.7156837079 35957.7921825948 
##           193.93           193.93           193.93           193.92 
## 35965.7445811409 35971.0251134858 36026.4015563512 36043.7066377661 
##           193.92           193.92           193.91           193.90 
## 36112.1346343247 36152.8208993245 36185.6785380815 36267.2666579783 
##           193.89           193.88           193.88           193.86 
## 36269.7013166622 36278.7183087971 36290.7461124105 36343.4070551405 
##           193.86           193.86           193.86           193.85 
## 36412.4882596839 36435.7935138137 36438.3108757043 36477.7381124191 
##           193.84           193.83           193.83           193.83 
## 36490.1430322234 36505.5242576332 36520.6586974192 36525.5508835813 
##           193.82           193.82           193.82           193.82 
## 36578.2237453049 36622.2286062279 36640.3713661958 36701.9743474368 
##           193.81           193.80           193.80           193.79 
## 36776.1374988694 36819.9868446899 36860.4688993127 36873.5579891029 
##           193.77           193.77           193.76           193.76 
##  36966.853319344 36990.9559470938 37000.9556741392 37030.7081199356 
##           193.74           193.74           193.73           193.73 
## 37033.1520913717 37086.5460540597 37118.2554361095 37169.4444035385 
##           193.73           193.72           193.71           193.70 
## 37174.0054135509  37188.826021934 37191.1141405376 37200.2420647657 
##           193.70           193.70           193.70           193.70 
## 37215.2268351918 37273.4292230446 37279.1289499549 37282.5224902374 
##           193.70           193.69           193.68           193.68 
## 37308.9941594885 37356.7464013783  37376.792988931 37620.2484693225 
##           193.68           193.67           193.67           193.62 
## 37625.7526798583 37795.7633178839 37820.0473274835 37861.4400120397 
##           193.62           193.59           193.59           193.58 
## 37922.9056159064 37928.1421771668  37962.167991261 37993.1827545311 
##           193.57           193.57           193.56           193.56 
## 38037.3530744227 38097.3297962617 38119.1855684812 38184.4695735575 
##           193.55           193.54           193.54           193.53 
##  38356.226496409 38368.0126177155 38413.0570896167 38468.4135839304 
##           193.50           193.49           193.49           193.48 
## 38494.7202456932 38605.3315300421 38633.3051688361  38713.112692263 
##           193.47           193.45           193.45           193.43 
## 38748.4113455524 38767.7563693106 38781.4574218431  38787.462705099 
##           193.43           193.42           193.42           193.42 
## 38852.0296359213 38886.3876786153 38895.3561355473  38918.778073175 
##           193.41           193.40           193.40           193.40 
## 38969.3889920432 38971.0510103751 38976.0352139622 38977.3307980964 
##           193.39           193.39           193.39           193.39 
## 39028.5993402908 39030.6037046118 39116.6827056993 39125.2091964632 
##           193.38           193.38           193.36           193.36 
## 39143.4033288101 39172.3896429297 39184.8467196431 39207.5892484424 
##           193.36           193.35           193.35           193.35 
##  39227.619456621 39233.0988388539 39234.4701835646 39251.1821291158 
##           193.34           193.34           193.34           193.34 
## 39352.7758383635 39423.6660648149 39430.3078227189 39431.1126532353 
##           193.32           193.31           193.31           193.31 
## 39431.2526318742 39484.6389206514 39489.0097363008 39498.6592891033 
##           193.31           193.30           193.30           193.29 
## 39537.0864601025 39557.2555330711 39566.7543522655 39624.0871790661 
##           193.29           193.28           193.28           193.27 
## 39657.2721080151 39659.8768980604 39716.1318039207 39742.9703293597 
##           193.27           193.27           193.26           193.25 
## 39802.5149172044 39906.1902710149 39927.7370449961 39942.9538977941 
##           193.24           193.22           193.22           193.22 
## 39960.2989508864 39995.1862718478 39997.7836974937 40009.7236100309 
##           193.21           193.21           193.21           193.20 
##  40032.414004809 40148.1237214392 40149.3165568616 40175.2060914175 
##           193.20           193.18           193.18           193.18 
## 40290.2216364182 40368.4206270365 40483.7303891254 40528.8053525219 
##           193.16           193.14           193.12           193.11 
## 40546.9563315288 40581.4868012333 40588.4338307797 40611.7133191979 
##           193.11           193.10           193.10           193.10 
## 40626.8478102306  40682.143997802 40684.3900138736 40709.7816628428 
##           193.10           193.09           193.09           193.08 
## 40710.5243857423 40799.3603281274 40829.3531670798 40843.6165505521 
##           193.08           193.07           193.06           193.06 
## 40847.7601463812 40879.7895726073 40936.1533912455 41065.2347645394 
##           193.06           193.05           193.04           193.02 
## 41210.6669805377 41243.0380285497 41325.4435476735 41408.1148216618 
##           192.99           192.99           192.97           192.96 
## 41411.6017070069 41452.6255742552  41461.316998935 41489.6398141628 
##           192.96           192.95           192.95           192.94 
## 41538.2427300027 41552.0196643557 41569.9519850988 41801.4418368976 
##           192.94           192.93           192.93           192.89 
##  41839.456448959 41982.6106553099 42059.3804171776    42061.3227993 
##           192.88           192.86           192.84           192.84 
## 42063.8744046594 42210.8852369568 42268.3342960059 42310.8274981695 
##           192.84           192.82           192.81           192.80 
## 42327.1680160393 42550.8418157718 42617.3033990573 43110.5037214637 
##           192.80           192.76           192.75           192.66 
## 43195.4736684941 43533.6578453445 43536.0208740911 43680.2225208861 
##           192.64           192.59           192.58           192.56 
## 43846.0252659028  43958.678129549 44063.0984166277 44069.2721578758 
##           192.53           192.51           192.49           192.49 
## 44184.2304595026 44260.1911794052 44376.1873822621 44499.7287097196 
##           192.47           192.46           192.44           192.42 
## 44506.4415607569  44539.738323258 44586.8126510022 44612.7513583106 
##           192.41           192.41           192.40           192.40 
## 44652.3638722406  44868.458368024 44896.9841123919 44982.7341547376 
##           192.39           192.35           192.35           192.33 
## 45041.1491387732 45050.0022762257 45141.6860363836 45148.8081176602 
##           192.32           192.32           192.30           192.30 
## 45166.6393893745  45166.912141415 45222.5066654832 45243.0289529302 
##           192.30           192.30           192.29           192.28 
## 45249.4490330168 45510.5843192796 45939.6891579836 46077.3584852622 
##           192.28           192.24           192.16           192.14 
## 46113.9574853172 46140.1268495023 46718.5559653481 46931.8842927942 
##           192.13           192.13           192.02           191.99 
## 47022.7458451256 47580.9916033353 47591.2831832964 47852.8888710532 
##           191.97           191.87           191.87           191.83 
## 48002.0845960011 48007.8681343228 48175.8520929295 48204.1721924104 
##           191.80           191.80           191.77           191.76 
##  48410.471014066  48621.563951536 49009.9246560268 49074.7304073705 
##           191.73           191.69           191.62           191.61 
## 49125.3600841704  49341.421278568 49456.5871084231 50166.5333225942 
##           191.60           191.56           191.54           191.42 
## 50279.2624293385  50793.898916874 51731.8205532411 52060.2268002668 
##           191.40           191.31           191.14           191.09 
## 52318.9172975897  53735.899193867 55334.7027992928 56320.5869791585 
##           191.04           190.79           190.51           190.34 
## 56351.3963037249 56488.6724127392 56867.8592361544 61227.1960077121 
##           190.33           190.31           190.24           189.47
pw.aov = aov(df1$Hardness ~ df1$Solids + df1$Chloramines, data = df1)
pw.aov
## Call:
##    aov(formula = df1$Hardness ~ df1$Solids + df1$Chloramines, data = df1)
## 
## Terms:
##                 df1$Solids df1$Chloramines Residuals
## Sum of Squares        7788            3956   3528789
## Deg. of Freedom          1               1      3273
## 
## Residual standard error: 32.83521
## Estimated effects may be unbalanced
pw.aov = aov(df1$Hardness ~ df1$Solids * df1$Chloramines, data = df1)
pw.aov
## Call:
##    aov(formula = df1$Hardness ~ df1$Solids * df1$Chloramines, data = df1)
## 
## Terms:
##                 df1$Solids df1$Chloramines df1$Solids:df1$Chloramines Residuals
## Sum of Squares        7788            3956                       1960   3526829
## Deg. of Freedom          1               1                          1      3272
## 
## Residual standard error: 32.83111
## Estimated effects may be unbalanced
pw.aov = aov(df1$Hardness ~ df1$Solids + df1$Chloramines + df1$Solids : df1$Chloramines, data = df1)
pw.aov
## Call:
##    aov(formula = df1$Hardness ~ df1$Solids + df1$Chloramines + df1$Solids:df1$Chloramines, 
##     data = df1)
## 
## Terms:
##                 df1$Solids df1$Chloramines df1$Solids:df1$Chloramines Residuals
## Sum of Squares        7788            3956                       1960   3526829
## Deg. of Freedom          1               1                          1      3272
## 
## Residual standard error: 32.83111
## Estimated effects may be unbalanced
summary(pw.aov)
##                              Df  Sum Sq Mean Sq F value  Pr(>F)   
## df1$Solids                    1    7788    7788   7.225 0.00723 **
## df1$Chloramines               1    3956    3956   3.670 0.05548 . 
## df1$Solids:df1$Chloramines    1    1960    1960   1.819 0.17756   
## Residuals                  3272 3526829    1078                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Interaction plots:

interaction.plot(head(df1$Hardness), head(df1$Solids), head(df1$Chloramines))

interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines)

attach(df1)
## The following objects are masked from head(df1):
## 
##     Chloramines, Conductivity, Hardness, Organic_carbon, ph,
##     Potability, Solids, Sulfate, Trihalomethanes, Turbidity
interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b')

detach(df1)

interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1)

interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1, lty = 3:1)

interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1, lty = 3:1, col = c('red', 'blue', 'darkgreen'))

interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1, fun = median)

interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1, xlab = 'Variable', ylab = 'Value', main = 'Interaction plot')

a.df = data.frame(df1$Hardness, df1$Solids)
head(a.df)

Summarize using a grouping variable:

head(aggregate(df1[1:5], by = list(df1$Hardness), FUN = sum))
head(aggregate(df1$Conductivity ~ df1$Turbidity, data = df1, FUN = mean))
head(aggregate(cbind(df1$Trihalomethanes, df1$Sulfate) ~ df1$Organic_carbon, data = df1, FUN = mean))
head(aggregate(. ~ df1$Chloramines, data = df1, FUN = mean))
pw.agg = aggregate(df1$Organic_carbon ~ df1$Sulfate * df1$Trihalomethanes * df1$Turbidity, data = df1, FUN = mean)
head(pw.agg)
head(aggregate(df1$Conductivity ~ . , data = df1, FUN = mean))
aggregate(df1$Turbidity ~ 1 , data = df1, FUN = mean)

Curvilinear regression:

lm(Hardness ~ Solids, data = df1)
## 
## Call:
## lm(formula = Hardness ~ Solids, data = df1)
## 
## Coefficients:
## (Intercept)       Solids  
##   2.002e+02   -1.759e-04
a.lm = lm(Hardness ~ Solids, data = df1)
a.lm
## 
## Call:
## lm(formula = Hardness ~ Solids, data = df1)
## 
## Coefficients:
## (Intercept)       Solids  
##   2.002e+02   -1.759e-04
summary(a.lm)
## 
## Call:
## lm(formula = Hardness ~ Solids, data = df1)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -149.426  -19.536    0.612   20.459  129.736 
## 
## Coefficients:
##               Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  2.002e+02  1.551e+00 129.093  < 2e-16 ***
## Solids      -1.759e-04  6.546e-05  -2.686  0.00726 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 32.85 on 3274 degrees of freedom
## Multiple R-squared:  0.0022, Adjusted R-squared:  0.001895 
## F-statistic: 7.217 on 1 and 3274 DF,  p-value: 0.007257
a.lm$rank
## [1] 2
coef(a.lm)
##   (Intercept)        Solids 
##  2.002409e+02 -1.758599e-04
confint(a.lm)
##                     2.5 %        97.5 %
## (Intercept)  1.971996e+02  2.032822e+02
## Solids      -3.042085e-04 -4.751133e-05
confint(a.lm, parm = c('(Intercept)', 'Solids'), level = 0.9)
##                       5 %          95 %
## (Intercept)  1.976888e+02  2.027930e+02
## Solids      -2.835641e-04 -6.815573e-05
head(fitted(a.lm))
##        1        2        3        4        5        6 
## 196.5845 196.9646 196.7396 196.3687 197.0791 195.1852
head(residuals(a.lm))
##          1          2          3          4          5          6 
##   8.305923 -67.541691  27.496657  18.004659 -15.977600  -6.871827
formula(a.lm)
## Hardness ~ Solids
a.lm$call
## lm(formula = Hardness ~ Solids, data = df1)
plot(df1$Hardness, df1$Solids)

plot(~ Hardness + Solids, data = df1)

plot(Hardness ~ Solids, data = df1)

plot(formula(df1), data = df1)

abline(lm(Hardness ~ Solids, data = df1))
abline(a = coef(a.lm[1], b = coef(a.lm[2])))
abline(coef(a.lm))

anova(a.lm)
mf.lm = lm(Hardness ~ Solids, data = df1)
mf.lm
## 
## Call:
## lm(formula = Hardness ~ Solids, data = df1)
## 
## Coefficients:
## (Intercept)       Solids  
##   2.002e+02   -1.759e-04
pb.lm = lm(Chloramines ~ Sulfate, data = df1)
pb.lm
## 
## Call:
## lm(formula = Chloramines ~ Sulfate, data = df1)
## 
## Coefficients:
## (Intercept)      Sulfate  
##   7.1153867    0.0000271
mf.lm = lm(Hardness ~ 1, data = df1)
pb.lm = lm(Chloramines ~ 1, data = df1)

add1(mf.lm, scope = df1)
## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts): the
## response appeared on the right-hand side and was dropped
## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts):
## problem with term 1 in model.matrix: no columns are assigned
mf.lm = lm(Hardness ~ Solids, data = df1)
add1(mf.lm, scope = df1)
## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts): the
## response appeared on the right-hand side and was dropped
## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts):
## problem with term 2 in model.matrix: no columns are assigned
mf.lm = lm(Hardness ~ Solids + Chloramines, data = df1)
summary(mf.lm)
## 
## Call:
## lm(formula = Hardness ~ Solids + Chloramines, data = df1)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -148.208  -19.587    0.626   20.484  131.141 
## 
## Coefficients:
##               Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  2.054e+02  3.104e+00  66.169   <2e-16 ***
## Solids      -1.847e-04  6.560e-05  -2.815   0.0049 ** 
## Chloramines -6.960e-01  3.633e-01  -1.916   0.0555 .  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 32.84 on 3273 degrees of freedom
## Multiple R-squared:  0.003317,   Adjusted R-squared:  0.002708 
## F-statistic: 5.446 on 2 and 3273 DF,  p-value: 0.004352
mf.lm = lm(Hardness ~ Solids, data = df1)
add1(mf.lm, scope = df1, test = 'F')
## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts): the
## response appeared on the right-hand side and was dropped

## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts):
## problem with term 2 in model.matrix: no columns are assigned
mf.lm1 = lm(Hardness ~ Solids, data = df1)
mf.lm2 = lm(Hardness ~ ., data = df1)
anova(mf.lm1, mf.lm2)
pg.lm = lm(Hardness ~ log(Solids), data = df1)
summary(pg.lm)
## 
## Call:
## lm(formula = Hardness ~ log(Solids), data = df1)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -149.131  -19.472    0.653   20.476  129.451 
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  236.942     12.780  18.540   <2e-16 ***
## log(Solids)   -4.093      1.288  -3.178   0.0015 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 32.83 on 3274 degrees of freedom
## Multiple R-squared:  0.003075,   Adjusted R-squared:  0.002771 
## F-statistic:  10.1 on 1 and 3274 DF,  p-value: 0.001497
bbel.lm = lm(Chloramines ~ Sulfate + I(Sulfate^2), data = df1)

plot(Hardness ~ Solids, data = df1)

plot(Chloramines ~ Sulfate, data = df1)

lines(df1$Hardness, fitted(pg.lm))
lines(df1$Sulfate, fitted(bbel.lm))

head(predict(mf.lm, interval = 'confidence'))
##        fit      lwr      upr
## 1 196.5845 195.4484 197.7207
## 2 196.9646 195.7584 198.1708
## 3 196.7396 195.5824 197.8968
## 4 196.3687 195.2435 197.4940
## 5 197.0791 195.8404 198.3178
## 6 195.1852 193.7662 196.6041
prd = predict(mf.lm, interval = 'confidence', level = 0.95)

attach(df1)
## The following objects are masked from head(df1):
## 
##     Chloramines, Conductivity, Hardness, Organic_carbon, ph,
##     Potability, Solids, Sulfate, Trihalomethanes, Turbidity
prd = data.frame(prd, df1)
detach(df1)

prd = data.frame(prd)
prd$df1 = df1$df1
head(prd)
plot(Hardness ~ Solids, data = df1)
lines(prd$Solids, prd$fit) # also best fit
lines(prd$Solids, prd$lwr, lty = 2) # lower CI
lines(prd$Solids, prd$upr, lty = 2) # upper CI

mf.lm = lm(Hardness ~ Solids + Chloramines, data = df1)
plot(mf.lm)

bf.m = apply(df1, 2, mean, na.rm = TRUE)
head(bf.m)
##           ph     Hardness       Solids  Chloramines      Sulfate Conductivity 
##     6.019540   196.369496 22014.092526     7.122277   254.203468   426.205111
bf.sd = apply(df1, 2, sd, na.rm = TRUE)

bf.s = apply(df1, 2, sum, na.rm = TRUE)

bf.l = bf.s / bf.m

bf.se = bf.sd / sqrt(bf.l)

bf.m + bf.se
##              ph        Hardness          Solids     Chloramines         Sulfate 
##    6.070630e+00    1.969440e+02    2.216729e+04    7.149936e+00    2.567677e+02 
##    Conductivity  Organic_carbon Trihalomethanes       Turbidity      Potability 
##    4.276172e+02    1.434277e+01    6.348604e+01    3.980421e+00    3.986333e-01
max(bf.m + bf.se)
## [1] 22167.29
bf.max = round(max(bf.m + bf.se) + 0.5, 0)
bf.max
## [1] 22168
bp = barplot(bf.m, ylim = c(0, bf.max))
bp
##       [,1]
##  [1,]  0.7
##  [2,]  1.9
##  [3,]  3.1
##  [4,]  4.3
##  [5,]  5.5
##  [6,]  6.7
##  [7,]  7.9
##  [8,]  9.1
##  [9,] 10.3
## [10,] 11.5
bp = barplot(bf.m, ylim = c(0, bf.max))
segments(bp, bf.m + bf.se, bp, bf.m - bf.se)
box()
title(xlab = 'Variable', ylab = 'Value')
abline(h = seq(2, 10, 2), lty = 2, col = 'lightblue')

Simple math:

sin(head(data$Hardness))
## [1] -0.6341688 -0.5790979 -0.9258131  0.6780406 -0.8960828 -0.1812285
factorial(head(data$Hardness))
## [1]           Inf 3.893786e+218           Inf           Inf           Inf
## [6]           Inf
cos(head(data$Hardness))
## [1] -0.7731947 -0.8152580 -0.3779817  0.7350244  0.4438869  0.9834410
abs(head(data$Hardness))
## [1] 204.8905 129.4229 224.2363 214.3734 181.1015 188.3133
sqrt(head(data$Hardness))
## [1] 14.31400 11.37642 14.97452 14.64150 13.45740 13.72273
tan(head(data$Hardness))
## [1]  0.8201929  0.7103247  2.4493592  0.9224736 -2.0187190 -0.1842799
asin(head(data$Hardness))
## Warning in asin(head(data$Hardness)): NaNs produced
## [1] NaN NaN NaN NaN NaN NaN

Bar Graphs Using ggplot() with geom_col()

library(gcookbook)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(ggplot2)
ggplot(df1, aes(x = Potability , y = Trihalomethanes )) + geom_col()

ggplot(df1, aes(x = Potability , y = Trihalomethanes )) + geom_col(fill = "black", colour = "blue")

ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(position = "dodge")

#ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(position = "dodge", colour = "black") + scale_fill_brewer(palette = 'green')

Bar Graphs Using ggplot() with geom_bar()

ggplot(df1, aes(x = Potability)) + geom_bar()

Using Colors in a Bar Graph:

d1 <- df1 %>% arrange(desc(Solids)) %>% slice(1:10)
d1
ggplot(d1, aes(x = Hardness, y = Chloramines, fill = Solids)) + geom_col()

Adjusting Bar Width and Spacing:

# For narrower bars:
ggplot(df1, aes(x = Potability , y = Trihalomethanes)) + geom_col(width = 0.5)

# For Wider bars:
ggplot(df1, aes(x = Potability , y = Trihalomethanes)) + geom_col(width = 1)

# For a grouped bar graph with narrow bars:
ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(width = 0.5, position = "dodge")

ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(width = 0.5, position = position_dodge(0.7))

Stacked Graph:

ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col() + guides(fill = guide_legend(reverse = TRUE))

ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(position = position_stack(reverse = TRUE)) + guides(fill = guide_legend(reverse = TRUE))

ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(position = "fill") + scale_y_continuous(labels = scales::percent)

# Using group_by() command:
a1 <- df1 %>% group_by(Hardness) %>% mutate(new_solids = Solids / sum (Solids) * 100)
head(a1)
ggplot(a1, aes(x = Hardness, y = Solids, fill = Potability)) + geom_col()

Adding Labels to a Bar Graph:

# Below the top
ggplot(df1, aes(x = interaction(Potability, Solids), y = Hardness )) + geom_col() + geom_text(aes(label = Hardness), vjust = 1.5, colour = "lightblue")

# Above the top
ggplot(df1, aes(x = interaction(Potability, Solids), y = Hardness )) + geom_col() + geom_text(aes(label = Hardness), vjust = -0.2, colour = "lightblue")